Predicted Zeros
Predicted Ones
30579
ROWS
173
0
DUPLICATES
0
105.7 MB
RAM
600.4 kb
269
FEATURES
269
47
CATEGORICAL
47
222
NUMERICAL
222
0
TEXT
0
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
SK_ID_CURR
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
30,579
(100%)
173
(100%)
ZEROES:
---
---
MAX
456k
456k
95%
438k
444k
Q3
366k
365k
AVG
277k
277k
MEDIAN
277k
268k
Q1
189k
177k
5%
118k
131k
MIN
100k
103k
RANGE
356k
353k
IQR
177k
188k
STD
103k
104k
VAR
10.5B
10.9B
KURT.
-1.19
-1.27
SKEW
0.008
0.076
SUM
8.5B
48.0M
2
CNT_CHILDREN
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
5
(3%)
3
AMT_INCOME_TOTAL
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
567
(2%)
46
(27%)
ZEROES:
---
---
MAX
13.5M
0.5M
95%
0.3M
0.3M
Q3
0.2M
0.2M
AVG
0.2M
0.1M
MEDIAN
0.1M
0.1M
Q1
0.1M
0.1M
5%
0.1M
0.1M
MIN
0.0M
0.0M
RANGE
13.5M
418k
IQR
90,000
81,000
STD
123k
70,716
VAR
15.1B
5.0B
KURT.
4,594
2.69
SKEW
44.6
1.39
SUM
5.1B
25.4M
4
AMT_CREDIT
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2,856
(9%)
112
(65%)
ZEROES:
---
---
MAX
4.0M
1.7M
95%
1.4M
0.9M
Q3
0.8M
0.6M
AVG
0.6M
0.5M
MEDIAN
0.5M
0.5M
Q1
0.3M
0.3M
5%
0.1M
0.2M
MIN
0.0M
0.1M
RANGE
3.9M
1.6M
IQR
539k
278k
STD
402k
232k
VAR
161.5B
53.7B
KURT.
1.93
4.46
SKEW
1.23
1.51
SUM
18.3B
83.9M
5
AMT_ANNUITY
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
7,339
(24%)
146
(84%)
ZEROES:
---
---
MAX
225k
62k
95%
53k
40k
Q3
35k
31k
AVG
27k
26k
MEDIAN
25k
26k
Q1
17k
19k
5%
9k
13k
MIN
3k
7k
RANGE
222k
55,026
IQR
18,135
12,442
STD
14,437
9,110
VAR
208.4M
83.0M
KURT.
7.17
1.61
SKEW
1.52
0.688
SUM
828.2M
4.5M
6
AMT_GOODS_PRICE
VALUES:
30,559
(>99%)
173
(100%)
MISSING:
20
(<1%)
---
DISTINCT:
466
(2%)
64
(37%)
ZEROES:
---
---
MAX
3.8M
1.7M
95%
1.3M
0.8M
Q3
0.7M
0.5M
AVG
0.5M
0.4M
MEDIAN
0.5M
0.4M
Q1
0.2M
0.2M
5%
0.1M
0.2M
MIN
0.0M
0.1M
RANGE
3.8M
1.6M
IQR
441k
220k
STD
369k
206k
VAR
136.1B
42.5B
KURT.
2.45
8.13
SKEW
1.35
2.04
SUM
16.4B
69.4M
7
REGION_POPULATION_RELATIVE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
80
(<1%)
55
(32%)
ZEROES:
---
---
MAX
0.073
0.046
95%
0.046
0.031
Q3
0.029
0.021
AVG
0.021
0.016
MEDIAN
0.019
0.018
Q1
0.010
0.007
5%
0.005
0.002
MIN
0.001
0.001
RANGE
0.072
0.045
IQR
0.019
0.014
STD
0.014
0.010
VAR
1.89e-4
9.33e-5
KURT.
3.25
-0.570
SKEW
1.48
0.322
SUM
640
2.80
8
AGE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
4,664
(15%)
169
(98%)
ZEROES:
---
---
MAX
69.0
64.9
95%
63.7
53.4
Q3
54.1
44.0
AVG
44.1
37.7
MEDIAN
43.3
36.1
Q1
34.2
31.0
5%
25.9
26.2
MIN
21.1
22.2
RANGE
47.9
42.7
IQR
19.9
13.1
STD
12.0
8.84
VAR
143
78.1
KURT.
-1.05
-0.006
SKEW
0.110
0.622
SUM
1.3M
6,527
9
DAYS_EMPLOYED
VALUES:
24,938
(82%)
166
(96%)
MISSING:
5,641
(18%)
7
(4%)
DISTINCT:
6,814
(22%)
158
(91%)
ZEROES:
---
---
MAX
17,531
6,348
95%
7,319
2,967
Q3
3,186
1,590
AVG
2,389
1,178
MEDIAN
1,646
872
Q1
770
413
5%
201
170
MIN
4
100
RANGE
17,527
6,248
IQR
2,416
1,177
STD
2,353
1,026
VAR
5.5M
1.1M
KURT.
4.91
4.61
SKEW
1.99
1.80
SUM
59.6M
195k
10
DAYS_REGISTRATION
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
11,292
(37%)
173
(100%)
ZEROES:
11
(<1%)
1
(<1%)
MAX
19,370
12,181
95%
11,411
9,452
Q3
7,516
5,103
AVG
5,003
3,644
MEDIAN
4,530
2,987
Q1
2,014
1,324
5%
329
117
MIN
0
0
RANGE
19,370
12,181
IQR
5,501
3,779
STD
3,521
2,901
VAR
12.4M
8.4M
KURT.
-0.407
0.007
SKEW
0.563
0.819
SUM
153.0M
630k
11
DAYS_ID_PUBLISH
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
5,567
(18%)
169
(98%)
ZEROES:
2
(<1%)
---
MAX
6,235
5,022
95%
4,950
4,672
Q3
4,300
3,848
MEDIAN
3,259
2,181
AVG
2,998
2,362
Q1
1,729
986
5%
371
141
MIN
0
3
RANGE
6,235
5,019
IQR
2,571
2,862
STD
1,514
1,531
VAR
2.3M
2.3M
KURT.
-1.11
-1.35
SKEW
-0.356
0.106
SUM
91.7M
409k
12
FLAG_EMP_PHONE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
13
FLAG_WORK_PHONE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
14
FLAG_PHONE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
15
CNT_FAM_MEMBERS
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
8
(<1%)
6
(3%)
16
REGION_RATING_CLIENT
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(2%)
17
REGION_RATING_CLIENT_W_CITY
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(2%)
18
HOUR_APPR_PROCESS_START
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
24
(<1%)
17
(10%)
ZEROES:
8
(<1%)
---
MAX
23.0
21.0
95%
18.0
18.0
Q3
14.0
14.0
AVG
12.1
11.4
MEDIAN
12.0
11.0
Q1
10.0
9.0
5%
7.0
5.6
MIN
0.0
4.0
RANGE
23.0
17.0
IQR
4.00
5.00
STD
3.28
3.50
VAR
10.8
12.3
KURT.
-0.194
-0.295
SKEW
-0.039
0.159
SUM
370k
1,971
19
REG_CITY_NOT_WORK_CITY
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
20
LIVE_CITY_NOT_WORK_CITY
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
21
EXT_SOURCE_1
VALUES:
13,257
(43%)
46
(27%)
MISSING:
17,322
(57%)
127
(73%)
DISTINCT:
13,030
(43%)
46
(27%)
ZEROES:
---
---
MAX
0.963
0.542
95%
0.833
0.432
Q3
0.680
0.236
MEDIAN
0.513
0.142
AVG
0.508
0.176
Q1
0.343
0.072
5%
0.168
0.026
MIN
0.023
0.022
RANGE
0.939
0.520
IQR
0.338
0.164
STD
0.209
0.130
VAR
0.044
0.017
KURT.
-0.964
0.372
SKEW
-0.091
1.02
SUM
6,738
8.08
22
EXT_SOURCE_2
VALUES:
30,519
(>99%)
172
(>99%)
MISSING:
60
(<1%)
1
(<1%)
DISTINCT:
26,026
(85%)
170
(98%)
ZEROES:
---
---
MAX
0.855
0.666
95%
0.747
0.505
Q3
0.664
0.230
MEDIAN
0.566
0.111
AVG
0.516
0.157
Q1
0.396
0.046
5%
0.142
0.004
MIN
0.000
0.000
RANGE
0.855
0.666
IQR
0.268
0.184
STD
0.189
0.153
VAR
0.036
0.023
KURT.
-0.282
1.33
SKEW
-0.785
1.38
SUM
15,747
27.1
23
EXT_SOURCE_3
VALUES:
24,504
(80%)
136
(79%)
MISSING:
6,075
(20%)
37
(21%)
DISTINCT:
700
(2%)
115
(66%)
ZEROES:
---
---
MAX
0.883
0.587
95%
0.786
0.427
Q3
0.669
0.245
MEDIAN
0.539
0.158
AVG
0.512
0.181
Q1
0.372
0.082
5%
0.160
0.034
MIN
0.001
0.001
RANGE
0.882
0.586
IQR
0.297
0.162
STD
0.194
0.128
VAR
0.037
0.016
KURT.
-0.668
0.704
SKEW
-0.406
1.06
SUM
12,554
24.7
24
APARTMENTS_AVG
VALUES:
15,064
(49%)
57
(33%)
MISSING:
15,515
(51%)
116
(67%)
DISTINCT:
1,221
(4%)
42
(24%)
ZEROES:
64
(<1%)
---
MAX
1.00
0.35
95%
0.33
0.22
Q3
0.15
0.10
AVG
0.12
0.09
MEDIAN
0.09
0.07
Q1
0.06
0.04
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.349
IQR
0.091
0.064
STD
0.109
0.072
VAR
0.012
0.005
KURT.
11.0
3.32
SKEW
2.61
1.62
SUM
1,775
4.89
25
BASEMENTAREA_AVG
VALUES:
12,697
(42%)
52
(30%)
MISSING:
17,882
(58%)
121
(70%)
DISTINCT:
2,428
(8%)
45
(26%)
ZEROES:
1,491
(5%)
8
(5%)
MAX
1.00
0.30
95%
0.22
0.19
Q3
0.11
0.11
AVG
0.09
0.08
MEDIAN
0.08
0.07
Q1
0.04
0.04
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.304
IQR
0.068
0.075
STD
0.079
0.064
VAR
0.006
0.004
KURT.
20.0
1.74
SKEW
3.07
1.08
SUM
1,115
4.18
26
YEARS_BEGINEXPLUATATION_AVG
VALUES:
15,749
(52%)
58
(34%)
MISSING:
14,830
(48%)
115
(66%)
DISTINCT:
159
(<1%)
33
(19%)
ZEROES:
43
(<1%)
---
MAX
1.00
1.00
95%
1.00
0.99
Q3
0.99
0.98
MEDIAN
0.98
0.98
AVG
0.98
0.98
Q1
0.98
0.97
5%
0.97
0.97
MIN
0.00
0.95
RANGE
1.00
0.045
IQR
0.010
0.011
STD
0.056
0.007
VAR
0.003
5.01e-5
KURT.
269
3.30
SKEW
-16.1
-0.781
SUM
15,403
56.8
27
ELEVATORS_AVG
VALUES:
14,334
(47%)
52
(30%)
MISSING:
16,245
(53%)
121
(70%)
DISTINCT:
141
(<1%)
8
(5%)
ZEROES:
8,557
(28%)
42
(24%)
MAX
1.00
0.32
95%
0.36
0.20
Q3
0.12
0.00
AVG
0.08
0.03
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.320
IQR
0.120
0.00
STD
0.136
0.072
VAR
0.018
0.005
KURT.
7.72
6.71
SKEW
2.42
2.66
SUM
1,143
1.53
28
ENTRANCES_AVG
VALUES:
15,215
(50%)
58
(34%)
MISSING:
15,364
(50%)
115
(66%)
DISTINCT:
159
(<1%)
15
(9%)
ZEROES:
25
(<1%)
1
(<1%)
MAX
1.00
1.00
95%
0.31
0.36
Q3
0.21
0.21
AVG
0.15
0.16
MEDIAN
0.14
0.14
Q1
0.07
0.07
5%
0.03
0.03
MIN
0.00
0.00
RANGE
1.00
1.00
IQR
0.138
0.135
STD
0.099
0.158
VAR
0.010
0.025
KURT.
11.3
15.5
SKEW
2.34
3.51
SUM
2,288
9.45
29
FLOORSMAX_AVG
VALUES:
15,379
(50%)
59
(34%)
MISSING:
15,200
(50%)
114
(66%)
DISTINCT:
184
(<1%)
9
(5%)
ZEROES:
279
(<1%)
3
(2%)
MAX
1.00
0.54
95%
0.49
0.33
Q3
0.33
0.17
AVG
0.23
0.17
MEDIAN
0.17
0.17
Q1
0.17
0.12
5%
0.04
0.04
MIN
0.00
0.00
RANGE
1.00
0.542
IQR
0.167
0.042
STD
0.145
0.104
VAR
0.021
0.011
KURT.
2.31
1.80
SKEW
1.21
0.946
SUM
3,483
9.96
30
LANDAREA_AVG
VALUES:
12,444
(41%)
53
(31%)
MISSING:
18,135
(59%)
120
(69%)
DISTINCT:
2,206
(7%)
47
(27%)
ZEROES:
1,553
(5%)
7
(4%)
MAX
1.00
0.36
95%
0.20
0.12
Q3
0.09
0.08
AVG
0.07
0.05
MEDIAN
0.05
0.04
Q1
0.02
0.02
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.358
IQR
0.067
0.068
STD
0.082
0.057
VAR
0.007
0.003
KURT.
33.0
15.3
SKEW
4.35
3.11
SUM
832
2.82
31
LIVINGAREA_AVG
VALUES:
15,289
(50%)
59
(34%)
MISSING:
15,290
(50%)
114
(66%)
DISTINCT:
3,250
(11%)
57
(33%)
ZEROES:
26
(<1%)
---
MAX
1.00
0.32
95%
0.32
0.24
Q3
0.13
0.09
AVG
0.11
0.08
MEDIAN
0.08
0.07
Q1
0.05
0.03
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.317
IQR
0.083
0.065
STD
0.110
0.069
VAR
0.012
0.005
KURT.
11.7
2.35
SKEW
2.79
1.50
SUM
1,641
4.61
32
NONLIVINGAREA_AVG
VALUES:
13,695
(45%)
52
(30%)
MISSING:
16,884
(55%)
121
(70%)
DISTINCT:
1,656
(5%)
28
(16%)
ZEROES:
5,842
(19%)
24
(14%)
MAX
1.00
0.19
95%
0.13
0.10
Q3
0.03
0.02
AVG
0.03
0.02
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.192
IQR
0.026
0.024
STD
0.071
0.038
VAR
0.005
0.001
KURT.
61.7
9.38
SKEW
6.50
2.91
SUM
385
1.02
33
APARTMENTS_MODE
VALUES:
15,064
(49%)
57
(33%)
MISSING:
15,515
(51%)
116
(67%)
DISTINCT:
571
(2%)
42
(24%)
ZEROES:
85
(<1%)
---
MAX
1.00
0.36
95%
0.32
0.23
Q3
0.14
0.10
AVG
0.11
0.08
MEDIAN
0.08
0.07
Q1
0.05
0.03
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.356
IQR
0.091
0.067
STD
0.108
0.072
VAR
0.012
0.005
KURT.
11.1
3.87
SKEW
2.65
1.74
SUM
1,722
4.82
34
BASEMENTAREA_MODE
VALUES:
12,697
(42%)
52
(30%)
MISSING:
17,882
(58%)
121
(70%)
DISTINCT:
2,450
(8%)
45
(26%)
ZEROES:
1,699
(6%)
8
(5%)
MAX
1.00
0.32
95%
0.23
0.20
Q3
0.11
0.10
AVG
0.09
0.08
MEDIAN
0.07
0.07
Q1
0.04
0.04
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.316
IQR
0.072
0.065
STD
0.081
0.067
VAR
0.007
0.004
KURT.
20.1
1.93
SKEW
3.11
1.17
SUM
1,104
4.23
35
YEARS_BEGINEXPLUATATION_MODE
VALUES:
15,749
(52%)
58
(34%)
MISSING:
14,830
(48%)
115
(66%)
DISTINCT:
144
(<1%)
34
(20%)
ZEROES:
15
(<1%)
---
MAX
1.00
1.00
95%
1.00
0.99
Q3
0.99
0.98
MEDIAN
0.98
0.98
AVG
0.98
0.98
Q1
0.98
0.97
5%
0.97
0.97
MIN
0.00
0.95
RANGE
1.00
0.045
IQR
0.010
0.011
STD
0.063
0.007
VAR
0.004
4.96e-5
KURT.
233
3.37
SKEW
-15.2
-0.777
SUM
15,392
56.8
36
ELEVATORS_MODE
VALUES:
14,334
(47%)
52
(30%)
MISSING:
16,245
(53%)
121
(70%)
DISTINCT:
25
(<1%)
7
(4%)
ZEROES:
8,921
(29%)
43
(25%)
MAX
1.00
0.32
95%
0.32
0.20
Q3
0.12
0.00
AVG
0.08
0.03
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.322
IQR
0.121
0.00
STD
0.133
0.069
VAR
0.018
0.005
KURT.
8.53
8.57
SKEW
2.54
2.97
SUM
1,076
1.37
37
ENTRANCES_MODE
VALUES:
15,215
(50%)
58
(34%)
MISSING:
15,364
(50%)
115
(66%)
DISTINCT:
30
(<1%)
13
(8%)
ZEROES:
32
(<1%)
1
(<1%)
MAX
1.00
1.00
95%
0.31
0.36
Q3
0.21
0.21
AVG
0.15
0.16
MEDIAN
0.14
0.14
Q1
0.07
0.07
5%
0.03
0.03
MIN
0.00
0.00
RANGE
1.00
1.00
IQR
0.138
0.138
STD
0.100
0.158
VAR
0.010
0.025
KURT.
11.2
15.6
SKEW
2.33
3.53
SUM
2,214
9.31
38
FLOORSMAX_MODE
VALUES:
15,379
(50%)
59
(34%)
MISSING:
15,200
(50%)
114
(66%)
DISTINCT:
25
(<1%)
8
(5%)
ZEROES:
324
(1%)
3
(2%)
MAX
1.00
0.54
95%
0.46
0.33
Q3
0.33
0.17
AVG
0.22
0.17
MEDIAN
0.17
0.17
Q1
0.17
0.12
5%
0.04
0.04
MIN
0.00
0.00
RANGE
1.00
0.542
IQR
0.167
0.042
STD
0.144
0.104
VAR
0.021
0.011
KURT.
2.45
1.96
SKEW
1.23
0.995
SUM
3,420
9.88
39
LANDAREA_MODE
VALUES:
12,444
(41%)
53
(31%)
MISSING:
18,135
(59%)
120
(69%)
DISTINCT:
2,207
(7%)
46
(27%)
ZEROES:
1,742
(6%)
8
(5%)
MAX
1.00
0.37
95%
0.20
0.12
Q3
0.08
0.08
AVG
0.07
0.05
MEDIAN
0.05
0.04
Q1
0.02
0.02
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.367
IQR
0.068
0.064
STD
0.083
0.058
VAR
0.007
0.003
KURT.
32.8
15.9
SKEW
4.39
3.22
SUM
814
2.74
40
LIVINGAREA_MODE
VALUES:
15,289
(50%)
59
(34%)
MISSING:
15,290
(50%)
114
(66%)
DISTINCT:
3,225
(11%)
57
(33%)
ZEROES:
44
(<1%)
---
MAX
1.00
0.33
95%
0.32
0.25
Q3
0.12
0.09
AVG
0.11
0.08
MEDIAN
0.07
0.06
Q1
0.04
0.03
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.330
IQR
0.082
0.060
STD
0.111
0.070
VAR
0.012
0.005
KURT.
11.9
3.20
SKEW
2.85
1.70
SUM
1,616
4.59
41
NONLIVINGAREA_MODE
VALUES:
13,695
(45%)
52
(30%)
MISSING:
16,884
(55%)
121
(70%)
DISTINCT:
1,636
(5%)
27
(16%)
ZEROES:
6,690
(22%)
26
(15%)
MAX
1.00
0.20
95%
0.13
0.11
Q3
0.02
0.02
AVG
0.03
0.02
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.203
IQR
0.022
0.022
STD
0.071
0.040
VAR
0.005
0.002
KURT.
64.4
9.36
SKEW
6.67
2.91
SUM
366
1.05
42
APARTMENTS_MEDI
VALUES:
15,064
(49%)
57
(33%)
MISSING:
15,515
(51%)
116
(67%)
DISTINCT:
804
(3%)
41
(24%)
ZEROES:
65
(<1%)
---
MAX
1.00
0.35
95%
0.33
0.23
Q3
0.15
0.10
AVG
0.12
0.09
MEDIAN
0.09
0.07
Q1
0.06
0.04
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.353
IQR
0.092
0.065
STD
0.109
0.072
VAR
0.012
0.005
KURT.
10.9
3.33
SKEW
2.61
1.62
SUM
1,779
4.93
43
BASEMENTAREA_MEDI
VALUES:
12,697
(42%)
52
(30%)
MISSING:
17,882
(58%)
121
(70%)
DISTINCT:
2,409
(8%)
44
(25%)
ZEROES:
1,519
(5%)
8
(5%)
MAX
1.00
0.30
95%
0.22
0.19
Q3
0.11
0.11
AVG
0.09
0.08
MEDIAN
0.08
0.07
Q1
0.04
0.04
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.304
IQR
0.068
0.075
STD
0.079
0.064
VAR
0.006
0.004
KURT.
20.9
1.76
SKEW
3.13
1.09
SUM
1,108
4.17
44
YEARS_BEGINEXPLUATATION_MEDI
VALUES:
15,749
(52%)
58
(34%)
MISSING:
14,830
(48%)
115
(66%)
DISTINCT:
146
(<1%)
34
(20%)
ZEROES:
49
(<1%)
---
MAX
1.00
1.00
95%
1.00
0.99
Q3
0.99
0.98
MEDIAN
0.98
0.98
AVG
0.98
0.98
Q1
0.98
0.97
5%
0.97
0.97
MIN
0.00
0.95
RANGE
1.00
0.045
IQR
0.010
0.011
STD
0.057
0.007
VAR
0.003
5.00e-5
KURT.
271
3.32
SKEW
-16.3
-0.786
SUM
15,404
56.8
45
ELEVATORS_MEDI
VALUES:
14,334
(47%)
52
(30%)
MISSING:
16,245
(53%)
121
(70%)
DISTINCT:
41
(<1%)
7
(4%)
ZEROES:
8,692
(28%)
42
(24%)
MAX
1.00
0.32
95%
0.36
0.20
Q3
0.12
0.00
AVG
0.08
0.03
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.320
IQR
0.120
0.00
STD
0.135
0.071
VAR
0.018
0.005
KURT.
7.86
6.86
SKEW
2.44
2.69
SUM
1,129
1.52
46
ENTRANCES_MEDI
VALUES:
15,215
(50%)
58
(34%)
MISSING:
15,364
(50%)
115
(66%)
DISTINCT:
43
(<1%)
13
(8%)
ZEROES:
25
(<1%)
1
(<1%)
MAX
1.00
1.00
95%
0.31
0.36
Q3
0.21
0.21
AVG
0.15
0.16
MEDIAN
0.14
0.14
Q1
0.07
0.07
5%
0.03
0.03
MIN
0.00
0.00
RANGE
1.00
1.00
IQR
0.138
0.138
STD
0.099
0.158
VAR
0.010
0.025
KURT.
11.2
15.5
SKEW
2.33
3.51
SUM
2,278
9.41
47
FLOORSMAX_MEDI
VALUES:
15,379
(50%)
59
(34%)
MISSING:
15,200
(50%)
114
(66%)
DISTINCT:
46
(<1%)
9
(5%)
ZEROES:
287
(<1%)
3
(2%)
MAX
1.00
0.54
95%
0.48
0.33
Q3
0.33
0.17
AVG
0.23
0.17
MEDIAN
0.17
0.17
Q1
0.17
0.12
5%
0.04
0.04
MIN
0.00
0.00
RANGE
1.00
0.542
IQR
0.167
0.042
STD
0.145
0.104
VAR
0.021
0.011
KURT.
2.39
1.80
SKEW
1.23
0.946
SUM
3,477
9.96
48
LANDAREA_MEDI
VALUES:
12,444
(41%)
53
(31%)
MISSING:
18,135
(59%)
120
(69%)
DISTINCT:
2,222
(7%)
47
(27%)
ZEROES:
1,582
(5%)
7
(4%)
MAX
1.00
0.36
95%
0.20
0.12
Q3
0.09
0.08
AVG
0.07
0.05
MEDIAN
0.05
0.04
Q1
0.02
0.02
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.365
IQR
0.068
0.065
STD
0.083
0.058
VAR
0.007
0.003
KURT.
32.2
15.6
SKEW
4.32
3.15
SUM
843
2.85
49
LIVINGAREA_MEDI
VALUES:
15,289
(50%)
59
(34%)
MISSING:
15,290
(50%)
114
(66%)
DISTINCT:
3,277
(11%)
58
(34%)
ZEROES:
27
(<1%)
---
MAX
1.00
0.32
95%
0.33
0.25
Q3
0.13
0.09
AVG
0.11
0.08
MEDIAN
0.08
0.06
Q1
0.05
0.03
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.323
IQR
0.083
0.066
STD
0.112
0.070
VAR
0.012
0.005
KURT.
11.7
2.37
SKEW
2.81
1.51
SUM
1,659
4.68
50
NONLIVINGAREA_MEDI
VALUES:
13,695
(45%)
52
(30%)
MISSING:
16,884
(55%)
121
(70%)
DISTINCT:
1,678
(5%)
29
(17%)
ZEROES:
6,054
(20%)
24
(14%)
MAX
1.00
0.20
95%
0.13
0.11
Q3
0.03
0.02
AVG
0.03
0.02
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
0.196
IQR
0.026
0.023
STD
0.071
0.038
VAR
0.005
0.001
KURT.
62.0
9.39
SKEW
6.51
2.92
SUM
383
1.03
51
TOTALAREA_MODE
VALUES:
15,890
(52%)
59
(34%)
MISSING:
14,689
(48%)
114
(66%)
DISTINCT:
3,258
(11%)
58
(34%)
ZEROES:
52
(<1%)
---
MAX
1.00
0.29
95%
0.31
0.24
Q3
0.13
0.10
AVG
0.10
0.08
MEDIAN
0.07
0.06
Q1
0.04
0.03
5%
0.01
0.01
MIN
0.00
0.00
RANGE
1.00
0.290
IQR
0.086
0.071
STD
0.110
0.070
VAR
0.012
0.005
KURT.
12.9
1.73
SKEW
2.89
1.45
SUM
1,642
4.57
52
OBS_30_CNT_SOCIAL_CIRCLE
VALUES:
30,475
(>99%)
173
(100%)
MISSING:
104
(<1%)
---
DISTINCT:
25
(<1%)
13
(8%)
ZEROES:
16,337
(53%)
96
(55%)
MAX
25.0
14.0
95%
6.0
6.0
Q3
2.0
2.0
AVG
1.4
1.5
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
25.0
14.0
IQR
2.00
2.00
STD
2.31
2.43
VAR
5.34
5.93
KURT.
9.06
7.05
SKEW
2.52
2.39
SUM
43,316
255
53
DEF_30_CNT_SOCIAL_CIRCLE
VALUES:
30,475
(>99%)
173
(100%)
MISSING:
104
(<1%)
---
DISTINCT:
7
(<1%)
5
(3%)
54
OBS_60_CNT_SOCIAL_CIRCLE
VALUES:
30,475
(>99%)
173
(100%)
MISSING:
104
(<1%)
---
DISTINCT:
25
(<1%)
13
(8%)
ZEROES:
16,420
(54%)
96
(55%)
MAX
25.0
14.0
95%
6.0
6.0
Q3
2.0
2.0
AVG
1.4
1.5
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
25.0
14.0
IQR
2.00
2.00
STD
2.29
2.43
VAR
5.25
5.92
KURT.
9.13
7.08
SKEW
2.53
2.40
SUM
42,788
254
55
DAYS_LAST_PHONE_CHANGE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
3,222
(11%)
139
(80%)
ZEROES:
3,777
(12%)
24
(14%)
MAX
4,185
3,421
95%
2,511
2,107
Q3
1,575
816
AVG
963
621
MEDIAN
757
455
Q1
274
122
5%
0
0
MIN
0
0
RANGE
4,185
3,421
IQR
1,301
694
STD
826
662
VAR
682k
438k
KURT.
-0.366
2.49
SKEW
0.696
1.59
SUM
29.4M
108k
56
FLAG_DOCUMENT_3
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
57
AMT_REQ_CREDIT_BUREAU_MON
VALUES:
26,461
(87%)
139
(80%)
MISSING:
4,118
(13%)
34
(20%)
DISTINCT:
18
(<1%)
3
(2%)
ZEROES:
22,042
(72%)
122
(71%)
MAX
17.0
2.0
95%
1.0
1.0
Q3
0.0
0.0
AVG
0.3
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
17.0
2.00
IQR
0.00
0.00
STD
0.923
0.358
VAR
0.852
0.128
KURT.
81.6
6.84
SKEW
7.57
2.70
SUM
7,183
18.0
58
AMT_REQ_CREDIT_BUREAU_QRT
VALUES:
26,461
(87%)
139
(80%)
MISSING:
4,118
(13%)
34
(20%)
DISTINCT:
10
(<1%)
4
(2%)
59
AMT_REQ_CREDIT_BUREAU_YEAR
VALUES:
26,461
(87%)
139
(80%)
MISSING:
4,118
(13%)
34
(20%)
DISTINCT:
18
(<1%)
10
(6%)
ZEROES:
7,067
(23%)
37
(21%)
MAX
22.0
9.0
95%
6.0
7.1
Q3
3.0
4.0
AVG
1.9
2.4
MEDIAN
1.0
2.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
22.0
9.00
IQR
3.00
4.00
STD
1.88
2.37
VAR
3.54
5.63
KURT.
2.02
0.253
SKEW
1.24
1.03
SUM
50,830
331
60
CODE_GENDER
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
61
FLAG_OWN_CAR
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
62
FLAG_OWN_REALTY
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
63
NAME_TYPE_SUITE
VALUES:
30,461
(>99%)
173
(100%)
MISSING:
118
(<1%)
---
DISTINCT:
7
(<1%)
4
(2%)
64
NAME_INCOME_TYPE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
5
(3%)
65
NAME_EDUCATION_TYPE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
5
(<1%)
4
(2%)
66
NAME_FAMILY_STATUS
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
5
(<1%)
5
(3%)
67
NAME_HOUSING_TYPE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
6
(<1%)
5
(3%)
68
OCCUPATION_TYPE
VALUES:
20,834
(68%)
146
(84%)
MISSING:
9,745
(32%)
27
(16%)
DISTINCT:
18
(<1%)
13
(8%)
69
WEEKDAY_APPR_PROCESS_START
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
7
(4%)
70
ORGANIZATION_TYPE
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
58
(<1%)
29
(17%)
71
WALLSMATERIAL_MODE
VALUES:
15,074
(49%)
58
(34%)
MISSING:
15,505
(51%)
115
(66%)
DISTINCT:
7
(<1%)
5
(3%)
72
CREDIT_INCOME_RATIO
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
11,159
(36%)
159
(92%)
ZEROES:
---
---
MAX
84.7
18.6
95%
9.2
9.1
Q3
5.2
4.4
AVG
4.0
3.9
MEDIAN
3.3
3.3
Q1
2.0
2.2
5%
1.0
1.3
MIN
0.1
0.9
RANGE
84.6
17.7
IQR
3.13
2.19
STD
2.72
2.49
VAR
7.40
6.21
KURT.
30.5
8.10
SKEW
2.52
2.32
SUM
121k
670
73
CREDIT_ANNUITY_RATIO
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
11,128
(36%)
143
(83%)
ZEROES:
---
---
MAX
45.3
37.1
95%
34.2
34.0
Q3
27.1
20.6
AVG
21.6
18.8
MEDIAN
20.0
19.0
Q1
15.6
13.7
5%
9.5
12.4
MIN
8.0
8.8
RANGE
37.3
28.3
IQR
11.5
6.85
STD
7.83
5.92
VAR
61.4
35.1
KURT.
-0.788
1.09
SKEW
0.297
1.04
SUM
661k
3,256
74
ANNUITY_INCOME_RATIO
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
19,145
(63%)
171
(99%)
ZEROES:
---
---
MAX
1.88
0.85
95%
0.35
0.36
Q3
0.23
0.26
AVG
0.18
0.20
MEDIAN
0.16
0.19
Q1
0.12
0.14
5%
0.06
0.09
MIN
0.01
0.06
RANGE
1.87
0.795
IQR
0.114
0.117
STD
0.095
0.107
VAR
0.009
0.011
KURT.
8.49
13.3
SKEW
1.68
2.68
SUM
5,547
35.4
75
INCOME_ANNUITY_DIFF
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
18,710
(61%)
171
(99%)
ZEROES:
---
---
MAX
13.4M
0.4M
95%
0.3M
0.3M
Q3
0.2M
0.2M
AVG
0.1M
0.1M
MEDIAN
0.1M
0.1M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
-0.0M
0.0M
RANGE
13.4M
406k
IQR
88,268
75,272
STD
118k
67,275
VAR
14.0B
4.5B
KURT.
5,201
2.40
SKEW
48.8
1.36
SUM
4.3B
20.9M
76
CREDIT_GOODS_RATIO
VALUES:
30,559
(>99%)
173
(100%)
MISSING:
20
(<1%)
---
DISTINCT:
1,336
(4%)
43
(25%)
ZEROES:
---
---
MAX
2.67
1.53
95%
1.40
1.42
Q3
1.20
1.32
AVG
1.12
1.23
MEDIAN
1.12
1.21
Q1
1.00
1.13
5%
1.00
1.00
MIN
0.23
1.00
RANGE
2.44
0.528
IQR
0.198
0.185
STD
0.122
0.144
VAR
0.015
0.021
KURT.
1.66
-0.609
SKEW
0.892
0.182
SUM
34,302
212
77
CREDIT_GOODS_DIFF
VALUES:
30,559
(>99%)
173
(100%)
MISSING:
20
(<1%)
---
DISTINCT:
1,508
(5%)
84
(49%)
ZEROES:
10,772
(35%)
26
(15%)
MAX
0.4M
0.4M
95%
0.2M
0.2M
Q3
0.1M
0.1M
AVG
0.1M
0.1M
MEDIAN
0.0M
0.1M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
-0.7M
0.0M
RANGE
1.1M
356k
IQR
99,972
74,250
STD
70,397
64,206
VAR
5.0B
4.1B
KURT.
2.68
2.65
SKEW
1.20
1.15
SUM
1.9B
14.5M
78
GOODS_INCOME_RATIO
VALUES:
30,559
(>99%)
173
(100%)
MISSING:
20
(<1%)
---
DISTINCT:
4,091
(13%)
111
(64%)
ZEROES:
---
---
MAX
84.7
18.6
95%
8.3
7.6
Q3
4.6
3.7
AVG
3.6
3.2
MEDIAN
2.9
2.8
Q1
1.9
1.8
5%
0.9
1.2
MIN
0.1
0.7
RANGE
84.6
17.9
IQR
2.78
1.88
STD
2.46
2.30
VAR
6.06
5.31
KURT.
44.5
13.7
SKEW
2.91
3.03
SUM
109k
557
79
INCOME_EXT1_RATIO
VALUES:
13,257
(43%)
46
(27%)
MISSING:
17,322
(57%)
127
(73%)
DISTINCT:
13,242
(43%)
46
(27%)
ZEROES:
---
---
MAX
11.4M
6.7M
95%
1.2M
4.9M
Q3
0.5M
2.0M
AVG
0.4M
1.6M
MEDIAN
0.3M
0.9M
Q1
0.2M
0.5M
5%
0.1M
0.2M
MIN
0.0M
0.1M
RANGE
11.4M
6.6M
IQR
310k
1.5M
STD
442k
1.6M
VAR
195.4B
2.5T
KURT.
84.2
2.69
SKEW
6.20
1.75
SUM
5.9B
71.4M
80
CREDIT_EXT1_RATIO
VALUES:
13,257
(43%)
46
(27%)
MISSING:
17,322
(57%)
127
(73%)
DISTINCT:
13,254
(43%)
46
(27%)
ZEROES:
---
---
MAX
55.5M
47.8M
95%
3.9M
23.9M
Q3
1.9M
5.8M
AVG
1.5M
6.6M
MEDIAN
1.1M
3.1M
Q1
0.6M
2.1M
5%
0.3M
0.9M
MIN
0.1M
0.3M
RANGE
55.5M
47.4M
IQR
1.2M
3.7M
STD
1.6M
9.7M
VAR
2.5T
94.4T
KURT.
142
9.29
SKEW
7.29
2.99
SUM
20.0B
305.5M
81
INCOME_EXT2_RATIO
VALUES:
30,519
(>99%)
172
(>99%)
MISSING:
60
(<1%)
1
(<1%)
DISTINCT:
30,050
(98%)
172
(>99%)
ZEROES:
---
---
MAX
10.9B
18.9B
95%
0.0B
0.0B
Q3
0.0B
0.0B
AVG
0.0B
0.2B
MEDIAN
0.0B
0.0B
Q1
0.0B
0.0B
5%
0.0B
0.0B
MIN
0.0B
0.0B
RANGE
10.9B
18.9B
IQR
253k
2.4M
STD
71.8M
1.7B
VAR
5161.9T
2773230.1T
KURT.
19,106
102
SKEW
135
9.78
SUM
37.5B
36.4B
82
CREDIT_EXT2_RATIO
VALUES:
30,519
(>99%)
172
(>99%)
MISSING:
60
(<1%)
1
(<1%)
DISTINCT:
30,441
(>99%)
172
(>99%)
ZEROES:
---
---
MAX
28.7B
46.2B
95%
0.0B
0.1B
Q3
0.0B
0.0B
AVG
0.0B
0.6B
MEDIAN
0.0B
0.0B
Q1
0.0B
0.0B
5%
0.0B
0.0B
MIN
0.0B
0.0B
RANGE
28.7B
46.2B
IQR
1.2M
8.4M
STD
206.3M
4.6B
VAR
42560.5T
21128582.1T
KURT.
16,045
81.9
SKEW
125
8.97
SUM
121.1B
103.8B
83
INCOME_EXT3_RATIO
VALUES:
24,504
(80%)
136
(79%)
MISSING:
6,075
(20%)
37
(21%)
DISTINCT:
11,090
(36%)
134
(77%)
ZEROES:
---
---
MAX
682.8M
332.8M
95%
1.3M
5.3M
Q3
0.5M
1.7M
AVG
1.3M
6.8M
MEDIAN
0.3M
1.0M
Q1
0.2M
0.6M
5%
0.1M
0.3M
MIN
0.0M
0.1M
RANGE
682.7M
332.8M
IQR
303k
1.1M
STD
16.4M
37.9M
VAR
267.4T
1438.3T
KURT.
705
55.4
SKEW
24.6
7.35
SUM
30.9B
920.5M
84
CREDIT_EXT3_RATIO
VALUES:
24,504
(80%)
136
(79%)
MISSING:
6,075
(20%)
37
(21%)
DISTINCT:
20,926
(68%)
136
(79%)
ZEROES:
---
---
MAX
3.3B
1.1B
95%
0.0B
0.0B
Q3
0.0B
0.0B
AVG
0.0B
0.0B
MEDIAN
0.0B
0.0B
Q1
0.0B
0.0B
5%
0.0B
0.0B
MIN
0.0B
0.0B
RANGE
3.3B
1.1B
IQR
1.3M
3.8M
STD
66.9M
117.3M
VAR
4478.7T
13749.3T
KURT.
787
59.7
SKEW
25.6
7.52
SUM
116.7B
2.8B
85
EXT_SOURCE_SUM
VALUES:
30,579
(100%)
173
(100%)
MISSING:
---
---
DISTINCT:
30,418
(>99%)
173
(100%)
ZEROES:
17
(<1%)
---
MAX
2.50
1.21
95%
1.97
0.83
Q3
1.44
0.48
AVG
1.15
0.35
MEDIAN
1.14
0.29
Q1
0.80
0.17
5%
0.40
0.02
MIN
0.00
0.00
RANGE
2.50
1.21
IQR
0.642
0.312
STD
0.466
0.253
VAR
0.217
0.064
KURT.
-0.399
0.813
SKEW
0.134
0.983
SUM
35,040
59.8
86
INCOME_EXTSUM_RATIO
VALUES:
30,562
(>99%)
173
(100%)
MISSING:
17
(<1%)
---
DISTINCT:
30,548
(>99%)
173
(100%)
ZEROES:
---
---
MAX
422.6M
18940.5M
95%
0.4M
7.3M
Q3
0.2M
0.9M
AVG
0.2M
117.3M
MEDIAN
0.1M
0.5M
Q1
0.1M
0.3M
5%
0.1M
0.2M
MIN
0.0M
0.0M
RANGE
422.6M
18.9B
IQR
119k
643k
STD
3.1M
1.4B
VAR
9.4T
2079385.0T
KURT.
14,605
172
SKEW
116
13.1
SUM
7.0B
20.3B
87
CREDIT_EXTSUM_RATIO
VALUES:
30,562
(>99%)
173
(100%)
MISSING:
17
(<1%)
---
DISTINCT:
30,562
(>99%)
173
(100%)
ZEROES:
---
---
MAX
2.1B
37.9B
95%
0.0B
0.0B
Q3
0.0B
0.0B
AVG
0.0B
0.2B
MEDIAN
0.0B
0.0B
Q1
0.0B
0.0B
5%
0.0B
0.0B
MIN
0.0B
0.0B
RANGE
2.1B
37.9B
IQR
535k
2.0M
STD
12.9M
2.9B
VAR
166.8T
8387009.4T
KURT.
21,577
169
SKEW
140
12.9
SUM
24.9B
43.1B
88
EXT_SOURCE_MEAN
VALUES:
30,562
(>99%)
173
(100%)
MISSING:
17
(<1%)
---
DISTINCT:
30,417
(>99%)
173
(100%)
ZEROES:
---
---
MAX
0.846
0.403
95%
0.724
0.333
Q3
0.623
0.226
MEDIAN
0.527
0.141
AVG
0.512
0.158
Q1
0.416
0.095
5%
0.246
0.017
MIN
0.000
0.000
RANGE
0.846
0.403
IQR
0.207
0.131
STD
0.147
0.095
VAR
0.022
0.009
KURT.
-0.117
-0.363
SKEW
-0.499
0.482
SUM
15,644
27.3
89
NAME_CONTRACT_TYPE_Cash loans
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
42
(<1%)
20
(12%)
ZEROES:
11,922
(39%)
56
(32%)
MAX
57.0
28.0
95%
8.0
13.0
Q3
3.0
4.0
AVG
2.2
3.3
MEDIAN
1.0
2.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
57.0
28.0
IQR
3.00
4.00
STD
3.25
4.67
VAR
10.5
21.8
KURT.
20.4
6.32
SKEW
3.25
2.26
SUM
62,276
560
90
NAME_CONTRACT_TYPE_Consumer loans
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
24
(<1%)
9
(5%)
ZEROES:
2,198
(7%)
16
(9%)
MAX
29.0
8.0
95%
6.0
4.6
Q3
3.0
2.0
AVG
2.1
1.7
MEDIAN
2.0
1.0
Q1
1.0
1.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
29.0
8.00
IQR
2.00
1.00
STD
1.77
1.42
VAR
3.14
2.01
KURT.
10.6
5.58
SKEW
2.23
2.08
SUM
61,615
288
91
NAME_CONTRACT_TYPE_Revolving loans
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
17
(<1%)
10
(6%)
ZEROES:
18,651
(61%)
85
(49%)
MAX
31.0
16.0
95%
2.0
4.0
Q3
1.0
2.0
AVG
0.6
1.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
31.0
16.0
IQR
1.00
2.00
STD
1.01
1.97
VAR
1.03
3.89
KURT.
48.9
20.2
SKEW
4.23
3.62
SUM
16,022
200
92
WEEKDAY_APPR_PROCESS_START_FRIDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
16
(<1%)
9
(5%)
ZEROES:
17,063
(56%)
101
(58%)
MAX
15.0
9.0
95%
3.0
4.0
Q3
1.0
1.0
AVG
0.7
0.9
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
15.0
9.00
IQR
1.00
1.00
STD
1.21
1.53
VAR
1.45
2.35
KURT.
12.2
7.39
SKEW
2.79
2.51
SUM
21,060
149
93
WEEKDAY_APPR_PROCESS_START_MONDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
19
(<1%)
9
(5%)
ZEROES:
17,277
(56%)
99
(57%)
MAX
40.0
10.0
95%
3.0
5.0
Q3
1.0
1.0
AVG
0.7
1.0
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
40.0
10.0
IQR
1.00
1.00
STD
1.29
1.73
VAR
1.68
2.99
KURT.
60.0
6.66
SKEW
4.49
2.37
SUM
21,267
173
94
WEEKDAY_APPR_PROCESS_START_SATURDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
17
(<1%)
7
(4%)
ZEROES:
17,057
(56%)
108
(62%)
MAX
17.0
6.0
95%
3.0
3.0
Q3
1.0
1.0
AVG
0.7
0.7
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
17.0
6.00
IQR
1.00
1.00
STD
1.16
1.16
VAR
1.34
1.34
KURT.
14.7
4.55
SKEW
2.92
2.07
SUM
20,312
116
95
WEEKDAY_APPR_PROCESS_START_SUNDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
15
(<1%)
8
(5%)
ZEROES:
19,837
(65%)
119
(69%)
MAX
18.0
8.0
95%
2.0
3.6
Q3
1.0
1.0
AVG
0.5
0.6
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
18.0
8.00
IQR
1.00
1.00
STD
0.903
1.36
VAR
0.815
1.84
KURT.
21.5
12.9
SKEW
3.32
3.39
SUM
13,806
101
96
WEEKDAY_APPR_PROCESS_START_THURSDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
20
(<1%)
8
(5%)
ZEROES:
17,281
(57%)
85
(49%)
MAX
29.0
8.0
95%
3.0
4.0
Q3
1.0
2.0
AVG
0.7
1.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
29.0
8.00
IQR
1.00
2.00
STD
1.24
1.53
VAR
1.54
2.34
KURT.
26.8
4.54
SKEW
3.48
1.93
SUM
20,939
183
97
WEEKDAY_APPR_PROCESS_START_TUESDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
18
(<1%)
9
(5%)
ZEROES:
17,060
(56%)
105
(61%)
MAX
20.0
9.0
95%
3.0
4.0
Q3
1.0
1.0
AVG
0.7
0.9
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
20.0
9.00
IQR
1.00
1.00
STD
1.22
1.57
VAR
1.50
2.46
KURT.
16.0
6.79
SKEW
2.97
2.46
SUM
21,274
147
98
WEEKDAY_APPR_PROCESS_START_WEDNESDAY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
17
(<1%)
10
(6%)
ZEROES:
17,074
(56%)
93
(54%)
MAX
20.0
10.0
95%
3.0
5.0
Q3
1.0
2.0
AVG
0.7
1.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
20.0
10.0
IQR
1.00
2.00
STD
1.23
1.71
VAR
1.51
2.92
KURT.
16.5
7.15
SKEW
3.05
2.38
SUM
21,279
181
99
NAME_CASH_LOAN_PURPOSE_XAP
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
27
(<1%)
14
(8%)
ZEROES:
1,130
(4%)
3
(2%)
MAX
38.0
20.0
95%
7.0
8.0
Q3
4.0
3.0
AVG
2.7
2.9
MEDIAN
2.0
2.0
Q1
1.0
1.0
5%
1.0
1.0
MIN
0.0
0.0
RANGE
38.0
20.0
IQR
3.00
2.00
STD
2.10
2.63
VAR
4.40
6.90
KURT.
12.2
11.9
SKEW
2.22
2.85
SUM
77,661
490
100
NAME_CASH_LOAN_PURPOSE_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
41
(<1%)
16
(9%)
ZEROES:
12,648
(41%)
69
(40%)
MAX
57.0
20.0
95%
8.0
10.6
Q3
3.0
3.0
AVG
2.0
2.4
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
57.0
20.0
IQR
3.00
3.00
STD
3.01
3.66
VAR
9.05
13.4
KURT.
23.7
5.50
SKEW
3.39
2.21
SUM
56,543
413
101
NAME_CONTRACT_STATUS_Approved
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
20
(<1%)
9
(5%)
ZEROES:
100
(<1%)
---
MAX
20.0
13.0
95%
7.0
6.0
Q3
4.0
3.0
AVG
3.0
2.3
MEDIAN
3.0
2.0
Q1
1.0
1.0
5%
1.0
1.0
MIN
0.0
1.0
RANGE
20.0
12.0
IQR
3.00
2.00
STD
2.12
1.79
VAR
4.48
3.19
KURT.
3.18
8.03
SKEW
1.50
2.30
SUM
88,215
391
102
NAME_CONTRACT_STATUS_Canceled
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
27
(<1%)
12
(7%)
ZEROES:
17,952
(59%)
99
(57%)
MAX
58.0
12.0
95%
4.0
6.0
Q3
1.0
2.0
AVG
0.9
1.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
58.0
12.0
IQR
1.00
2.00
STD
1.74
2.16
VAR
3.03
4.65
KURT.
116
7.25
SKEW
6.05
2.51
SUM
25,840
206
103
NAME_CONTRACT_STATUS_Refused
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
28
(<1%)
18
(10%)
ZEROES:
19,156
(63%)
69
(40%)
MAX
68.0
24.0
95%
4.0
10.6
Q3
1.0
3.0
AVG
0.8
2.6
MEDIAN
0.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
68.0
24.0
IQR
1.00
3.00
STD
1.78
4.02
VAR
3.19
16.2
KURT.
104
9.54
SKEW
5.99
2.75
SUM
23,666
441
104
NAME_PAYMENT_TYPE_Cash through the bank
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
30
(<1%)
14
(8%)
ZEROES:
1,653
(5%)
11
(6%)
MAX
56.0
17.0
95%
8.0
9.6
Q3
4.0
4.0
AVG
3.0
3.1
MEDIAN
2.0
2.0
Q1
1.0
1.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
56.0
17.0
IQR
3.00
3.00
STD
2.64
3.14
VAR
6.97
9.89
KURT.
13.4
4.69
SKEW
2.37
2.04
SUM
87,519
527
105
NAME_PAYMENT_TYPE_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
33
(<1%)
18
(10%)
ZEROES:
10,305
(34%)
49
(28%)
MAX
63.0
26.0
95%
6.0
10.0
Q3
3.0
4.0
AVG
1.8
3.1
MEDIAN
1.0
2.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
63.0
26.0
IQR
3.00
4.00
STD
2.40
4.22
VAR
5.77
17.8
KURT.
49.0
10.2
SKEW
3.96
2.76
SUM
51,602
521
106
CODE_REJECT_REASON_HC
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
25
(<1%)
12
(7%)
ZEROES:
22,579
(74%)
98
(57%)
MAX
30.0
24.0
95%
3.0
7.0
Q3
0.0
2.0
AVG
0.5
1.4
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
30.0
24.0
IQR
0.00
2.00
STD
1.35
2.88
VAR
1.82
8.29
KURT.
50.4
25.0
SKEW
5.50
4.26
SUM
14,169
231
107
CODE_REJECT_REASON_XAP
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
32
(<1%)
16
(9%)
ZEROES:
66
(<1%)
---
MAX
67.0
18.0
95%
10.0
10.0
Q3
5.0
5.0
AVG
3.9
3.5
MEDIAN
3.0
2.0
Q1
2.0
1.0
5%
1.0
1.0
MIN
0.0
1.0
RANGE
67.0
17.0
IQR
3.00
4.00
STD
3.08
3.28
VAR
9.49
10.8
KURT.
16.9
3.69
SKEW
2.27
1.81
SUM
114k
597
108
NAME_TYPE_SUITE_Family
VALUES:
24,422
(80%)
140
(81%)
MISSING:
6,157
(20%)
33
(19%)
DISTINCT:
14
(<1%)
5
(3%)
ZEROES:
13,138
(43%)
93
(54%)
MAX
14.0
5.0
95%
3.0
2.0
Q3
1.0
1.0
AVG
0.7
0.5
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
14.0
5.00
IQR
1.00
1.00
STD
1.06
0.861
VAR
1.13
0.741
KURT.
10.6
5.95
SKEW
2.44
2.20
SUM
17,917
70.0
109
NAME_TYPE_SUITE_Spouse, partner
VALUES:
24,422
(80%)
140
(81%)
MISSING:
6,157
(20%)
33
(19%)
DISTINCT:
10
(<1%)
5
(3%)
110
NAME_TYPE_SUITE_Unaccompanied
VALUES:
24,422
(80%)
140
(81%)
MISSING:
6,157
(20%)
33
(19%)
DISTINCT:
23
(<1%)
13
(8%)
ZEROES:
6,262
(20%)
30
(17%)
MAX
35.0
20.0
95%
5.0
7.0
Q3
2.0
3.0
AVG
1.7
2.2
MEDIAN
1.0
1.0
Q1
0.0
1.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
35.0
20.0
IQR
2.00
2.00
STD
1.94
3.06
VAR
3.75
9.37
KURT.
13.2
12.6
SKEW
2.57
3.20
SUM
42,413
312
111
NAME_CLIENT_TYPE_New
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
12
(<1%)
5
(3%)
ZEROES:
5,310
(17%)
11
(6%)
MAX
12.0
4.0
95%
2.0
2.6
Q3
1.0
1.0
MEDIAN
1.0
1.0
AVG
0.9
1.1
Q1
1.0
1.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
12.0
4.00
IQR
0.00
0.00
STD
0.557
0.651
VAR
0.310
0.423
KURT.
26.5
7.33
SKEW
2.13
2.23
SUM
25,839
191
112
NAME_CLIENT_TYPE_Refreshed
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
15
(<1%)
7
(4%)
ZEROES:
21,374
(70%)
146
(84%)
MAX
15.0
10.0
95%
2.0
2.0
Q3
1.0
0.0
AVG
0.4
0.3
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
15.0
10.0
IQR
1.00
0.00
STD
0.867
1.17
VAR
0.751
1.38
KURT.
27.9
35.8
SKEW
4.06
5.48
SUM
11,407
56.0
113
NAME_CLIENT_TYPE_Repeater
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
48
(<1%)
23
(13%)
ZEROES:
7,145
(23%)
51
(29%)
MAX
71.0
33.0
95%
11.0
17.6
Q3
5.0
7.0
AVG
3.5
4.8
MEDIAN
2.0
2.0
Q1
1.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
71.0
33.0
IQR
4.00
7.00
STD
4.16
6.28
VAR
17.3
39.4
KURT.
14.4
4.45
SKEW
2.54
1.96
SUM
103k
803
114
NAME_GOODS_CATEGORY_Audio/Video
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
11
(<1%)
4
(2%)
ZEROES:
22,202
(73%)
139
(80%)
MAX
12.0
3.0
95%
1.0
1.0
Q3
0.0
0.0
AVG
0.3
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
12.0
3.00
IQR
0.00
0.00
STD
0.602
0.567
VAR
0.362
0.321
KURT.
19.7
9.76
SKEW
3.15
2.96
SUM
8,344
39.0
115
NAME_GOODS_CATEGORY_Computers
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
12
(<1%)
4
(2%)
ZEROES:
22,040
(72%)
137
(79%)
MAX
12.0
3.0
95%
1.0
1.0
Q3
0.0
0.0
AVG
0.3
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
12.0
3.00
IQR
0.00
0.00
STD
0.647
0.509
VAR
0.418
0.259
KURT.
23.3
7.01
SKEW
3.43
2.51
SUM
8,866
38.0
116
NAME_GOODS_CATEGORY_Consumer Electronics
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
9
(<1%)
4
(2%)
117
NAME_GOODS_CATEGORY_Furniture
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
8
(<1%)
4
(2%)
118
NAME_GOODS_CATEGORY_Mobile
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
12
(<1%)
5
(3%)
ZEROES:
16,649
(54%)
91
(53%)
MAX
12.0
5.0
95%
3.0
2.0
Q3
1.0
1.0
AVG
0.7
0.6
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
12.0
5.00
IQR
1.00
1.00
STD
0.991
0.849
VAR
0.982
0.720
KURT.
8.55
3.94
SKEW
2.28
1.66
SUM
19,086
108
119
NAME_GOODS_CATEGORY_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
48
(<1%)
23
(13%)
ZEROES:
9,484
(31%)
44
(25%)
MAX
68.0
30.0
95%
10.0
15.6
Q3
4.0
7.0
AVG
2.7
4.5
MEDIAN
1.0
2.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
68.0
30.0
IQR
4.00
7.00
STD
3.67
5.71
VAR
13.5
32.5
KURT.
19.8
4.64
SKEW
3.02
1.97
SUM
79,172
768
120
NAME_PORTFOLIO_Cards
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
14
(<1%)
8
(5%)
ZEROES:
19,311
(63%)
89
(51%)
MAX
31.0
8.0
95%
2.0
3.0
Q3
1.0
1.0
AVG
0.4
0.8
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
31.0
8.00
IQR
1.00
1.00
STD
0.741
1.22
VAR
0.549
1.49
KURT.
120
9.12
SKEW
5.35
2.54
SUM
12,089
137
121
NAME_PORTFOLIO_Cash
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
27
(<1%)
16
(9%)
ZEROES:
14,072
(46%)
69
(40%)
MAX
33.0
21.0
95%
5.0
7.6
Q3
2.0
3.0
AVG
1.3
2.1
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
33.0
21.0
IQR
2.00
3.00
STD
2.13
3.26
VAR
4.55
10.6
KURT.
15.4
10.0
SKEW
3.02
2.78
SUM
39,016
351
122
NAME_PORTFOLIO_POS
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
22
(<1%)
8
(5%)
ZEROES:
2,306
(8%)
16
(9%)
MAX
29.0
8.0
95%
5.0
4.0
Q3
3.0
2.0
AVG
2.0
1.6
MEDIAN
2.0
1.0
Q1
1.0
1.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
29.0
8.00
IQR
2.00
1.00
STD
1.66
1.25
VAR
2.74
1.56
KURT.
11.3
6.54
SKEW
2.25
2.17
SUM
58,436
262
123
NAME_PORTFOLIO_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
31
(<1%)
13
(8%)
ZEROES:
16,376
(54%)
81
(47%)
MAX
59.0
16.0
95%
4.0
8.0
Q3
1.0
3.0
AVG
1.0
1.8
MEDIAN
0.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
59.0
16.0
IQR
1.00
3.00
STD
1.90
2.74
VAR
3.61
7.48
KURT.
93.7
5.94
SKEW
5.60
2.24
SUM
30,361
300
124
NAME_PRODUCT_TYPE_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
32
(<1%)
15
(9%)
ZEROES:
1,058
(3%)
7
(4%)
MAX
61.0
20.0
95%
8.0
10.0
Q3
4.0
5.0
AVG
3.1
3.3
MEDIAN
2.0
2.0
Q1
1.0
1.0
5%
1.0
1.0
MIN
0.0
0.0
RANGE
61.0
20.0
IQR
3.00
4.00
STD
2.60
3.16
VAR
6.77
9.96
KURT.
32.0
5.10
SKEW
3.11
1.95
SUM
88,832
562
125
NAME_PRODUCT_TYPE_walk-in
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
21
(<1%)
13
(8%)
ZEROES:
21,841
(71%)
80
(46%)
MAX
42.0
21.0
95%
2.0
7.0
Q3
0.0
2.0
AVG
0.4
1.7
MEDIAN
0.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
42.0
21.0
IQR
0.00
2.00
STD
1.09
2.96
VAR
1.20
8.78
KURT.
159
15.6
SKEW
7.58
3.47
SUM
12,445
284
126
NAME_PRODUCT_TYPE_x-sell
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
24
(<1%)
11
(6%)
ZEROES:
13,914
(46%)
99
(57%)
MAX
31.0
14.0
95%
5.0
5.6
Q3
2.0
1.0
AVG
1.3
1.2
MEDIAN
1.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
31.0
14.0
IQR
2.00
1.00
STD
1.99
2.20
VAR
3.97
4.82
KURT.
11.6
9.58
SKEW
2.63
2.78
SUM
38,660
204
127
CHANNEL_TYPE_Contact center
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
16
(<1%)
8
(5%)
ZEROES:
24,980
(82%)
139
(80%)
MAX
57.0
15.0
95%
1.0
2.6
Q3
0.0
0.0
AVG
0.2
0.5
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
57.0
15.0
IQR
0.00
0.00
STD
0.732
1.57
VAR
0.536
2.48
KURT.
1,438
46.0
SKEW
23.1
5.96
SUM
5,848
80.0
128
CHANNEL_TYPE_Country-wide
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
23
(<1%)
10
(6%)
ZEROES:
8,990
(29%)
52
(30%)
MAX
54.0
9.0
95%
4.0
4.0
Q3
2.0
2.0
AVG
1.4
1.4
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
54.0
9.00
IQR
2.00
2.00
STD
1.67
1.53
VAR
2.77
2.36
KURT.
47.5
5.85
SKEW
3.48
2.02
SUM
41,604
233
129
CHANNEL_TYPE_Credit and cash offices
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
40
(<1%)
17
(10%)
ZEROES:
13,779
(45%)
81
(47%)
MAX
68.0
20.0
95%
8.0
10.0
Q3
3.0
4.0
AVG
2.1
2.7
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
68.0
20.0
IQR
3.00
4.00
STD
3.27
4.09
VAR
10.7
16.8
KURT.
19.5
3.51
SKEW
3.12
1.89
SUM
59,832
455
130
CHANNEL_TYPE_Regional / Local
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
10
(<1%)
4
(2%)
131
CHANNEL_TYPE_Stone
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
15
(<1%)
7
(4%)
ZEROES:
17,213
(56%)
109
(63%)
MAX
17.0
6.0
95%
3.0
2.0
Q3
1.0
1.0
AVG
0.6
0.5
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
17.0
6.00
IQR
1.00
1.00
STD
1.02
0.926
VAR
1.05
0.858
KURT.
15.0
10.5
SKEW
2.86
2.76
SUM
18,343
89.0
132
NAME_SELLER_INDUSTRY_Connectivity
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
17
(<1%)
7
(4%)
ZEROES:
15,582
(51%)
70
(40%)
MAX
28.0
6.0
95%
3.0
3.0
Q3
1.0
1.0
AVG
0.8
1.0
MEDIAN
0.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
28.0
6.00
IQR
1.00
1.00
STD
1.23
1.21
VAR
1.51
1.47
KURT.
20.7
2.93
SKEW
2.97
1.61
SUM
23,514
172
133
NAME_SELLER_INDUSTRY_Consumer electronics
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
24
(<1%)
7
(4%)
ZEROES:
11,018
(36%)
76
(44%)
MAX
30.0
6.0
95%
4.0
3.0
Q3
2.0
1.0
AVG
1.2
0.9
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
30.0
6.00
IQR
2.00
1.00
STD
1.44
1.13
VAR
2.08
1.28
KURT.
25.2
3.67
SKEW
3.06
1.74
SUM
33,642
152
134
NAME_SELLER_INDUSTRY_Furniture
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
9
(<1%)
5
(3%)
135
NAME_SELLER_INDUSTRY_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
44
(<1%)
19
(11%)
ZEROES:
11,292
(37%)
55
(32%)
MAX
68.0
29.0
95%
9.0
14.6
Q3
4.0
6.0
AVG
2.5
4.1
MEDIAN
1.0
2.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
68.0
29.0
IQR
4.00
6.00
STD
3.53
5.46
VAR
12.5
29.8
KURT.
20.4
5.90
SKEW
3.10
2.17
SUM
71,131
687
136
NAME_YIELD_GROUP_XNA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
32
(<1%)
14
(8%)
ZEROES:
12,592
(41%)
58
(34%)
MAX
62.0
24.0
95%
6.0
9.0
Q3
2.0
4.0
AVG
1.5
2.6
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
62.0
24.0
IQR
2.00
4.00
STD
2.20
3.45
VAR
4.83
11.9
KURT.
64.2
8.77
SKEW
4.54
2.36
SUM
42,450
437
137
NAME_YIELD_GROUP_high
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
20
(<1%)
11
(6%)
ZEROES:
12,678
(41%)
52
(30%)
MAX
38.0
11.0
95%
4.0
6.0
Q3
2.0
2.0
AVG
1.0
1.6
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
38.0
11.0
IQR
2.00
2.00
STD
1.38
1.96
VAR
1.89
3.84
KURT.
28.1
5.58
SKEW
2.99
2.17
SUM
30,117
271
138
NAME_YIELD_GROUP_low_action
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
17
(<1%)
5
(3%)
ZEROES:
23,260
(76%)
151
(87%)
MAX
20.0
11.0
95%
1.0
1.0
Q3
0.0
0.0
AVG
0.3
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
20.0
11.0
IQR
0.00
0.00
STD
0.681
0.961
VAR
0.464
0.924
KURT.
71.5
97.1
SKEW
5.55
9.07
SUM
7,766
34.0
139
NAME_YIELD_GROUP_low_normal
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
19
(<1%)
9
(5%)
ZEROES:
13,398
(44%)
104
(60%)
MAX
25.0
17.0
95%
3.0
3.0
Q3
1.0
1.0
MEDIAN
1.0
0.0
AVG
0.9
0.8
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
25.0
17.0
IQR
1.00
1.00
STD
1.29
1.73
VAR
1.67
2.98
KURT.
17.2
47.6
SKEW
2.81
5.81
SUM
27,308
128
140
NAME_YIELD_GROUP_middle
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
19
(<1%)
9
(5%)
ZEROES:
11,436
(37%)
82
(47%)
MAX
30.0
9.0
95%
4.0
5.0
Q3
2.0
1.0
AVG
1.1
1.1
MEDIAN
1.0
1.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
30.0
9.00
IQR
2.00
1.00
STD
1.38
1.61
VAR
1.90
2.60
KURT.
15.3
6.19
SKEW
2.51
2.33
SUM
32,296
180
141
PRODUCT_COMBINATION_Card Street
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
15
(<1%)
10
(6%)
ZEROES:
22,521
(74%)
100
(58%)
MAX
31.0
11.0
95%
2.0
4.0
Q3
0.0
1.0
AVG
0.3
0.9
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
31.0
11.0
IQR
0.00
1.00
STD
0.781
1.66
VAR
0.610
2.77
KURT.
115
11.8
SKEW
6.13
3.03
SUM
9,352
154
142
PRODUCT_COMBINATION_Card X-Sell
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
10
(<1%)
4
(2%)
143
PRODUCT_COMBINATION_Cash
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
29
(<1%)
12
(7%)
ZEROES:
18,871
(62%)
99
(57%)
MAX
57.0
12.0
95%
4.0
6.0
Q3
1.0
2.0
AVG
0.8
1.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
57.0
12.0
IQR
1.00
2.00
STD
1.68
2.19
VAR
2.82
4.79
KURT.
109
7.15
SKEW
6.24
2.52
SUM
23,260
209
144
PRODUCT_COMBINATION_Cash Street: high
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
16
(<1%)
6
(3%)
ZEROES:
25,730
(84%)
119
(69%)
MAX
21.0
8.0
95%
1.0
3.0
Q3
0.0
1.0
AVG
0.2
0.5
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
21.0
8.00
IQR
0.00
1.00
STD
0.661
1.14
VAR
0.437
1.30
KURT.
125
13.7
SKEW
8.02
3.24
SUM
5,120
92.0
145
PRODUCT_COMBINATION_Cash X-Sell: high
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
11
(<1%)
7
(4%)
ZEROES:
25,438
(83%)
137
(79%)
MAX
11.0
8.0
95%
1.0
2.0
Q3
0.0
0.0
AVG
0.2
0.3
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
11.0
8.00
IQR
0.00
0.00
STD
0.570
0.989
VAR
0.325
0.979
KURT.
46.2
25.5
SKEW
5.40
4.48
SUM
5,030
59.0
146
PRODUCT_COMBINATION_Cash X-Sell: low
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
19
(<1%)
5
(3%)
ZEROES:
22,293
(73%)
154
(89%)
MAX
25.0
5.0
95%
2.0
1.0
Q3
0.0
0.0
AVG
0.4
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
25.0
5.00
IQR
0.00
0.00
STD
0.964
0.607
VAR
0.930
0.369
KURT.
53.4
34.2
SKEW
5.21
5.39
SUM
11,192
26.0
147
PRODUCT_COMBINATION_Cash X-Sell: middle
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
15
(<1%)
8
(5%)
ZEROES:
21,819
(71%)
141
(82%)
MAX
25.0
7.0
95%
2.0
2.6
Q3
0.0
0.0
AVG
0.4
0.4
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
25.0
7.00
IQR
0.00
0.00
STD
0.943
1.12
VAR
0.889
1.26
KURT.
36.3
15.5
SKEW
4.12
3.85
SUM
12,024
63.0
148
PRODUCT_COMBINATION_POS household with interest
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
16
(<1%)
6
(3%)
ZEROES:
14,807
(48%)
96
(55%)
MAX
24.0
5.0
95%
3.0
2.6
Q3
1.0
1.0
AVG
0.8
0.6
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
24.0
5.00
IQR
1.00
1.00
STD
1.08
0.900
VAR
1.17
0.811
KURT.
18.3
5.17
SKEW
2.73
2.04
SUM
22,290
103
149
PRODUCT_COMBINATION_POS household without interest
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
11
(<1%)
3
(2%)
ZEROES:
23,405
(77%)
148
(86%)
MAX
20.0
2.0
95%
1.0
1.0
Q3
0.0
0.0
AVG
0.2
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
20.0
2.00
IQR
0.00
0.00
STD
0.596
0.377
VAR
0.355
0.142
KURT.
62.9
7.57
SKEW
4.60
2.79
SUM
7,140
23.0
150
PRODUCT_COMBINATION_POS industry with interest
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
11
(<1%)
4
(2%)
ZEROES:
22,578
(74%)
147
(85%)
MAX
12.0
5.0
95%
1.0
1.0
Q3
0.0
0.0
AVG
0.3
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
12.0
5.00
IQR
0.00
0.00
STD
0.640
0.546
VAR
0.410
0.298
KURT.
22.3
37.7
SKEW
3.51
5.20
SUM
8,320
29.0
151
PRODUCT_COMBINATION_POS mobile with interest
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
14
(<1%)
5
(3%)
ZEROES:
17,212
(56%)
86
(50%)
MAX
14.0
5.0
95%
3.0
2.0
Q3
1.0
1.0
AVG
0.6
0.7
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
14.0
5.00
IQR
1.00
1.00
STD
1.03
0.889
VAR
1.05
0.790
KURT.
10.7
5.64
SKEW
2.50
1.91
SUM
18,769
115
152
AMT_ANNUITY_mean
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
28,438
(93%)
169
(98%)
ZEROES:
---
---
MAX
131k
65k
95%
33k
25k
Q3
18k
15k
AVG
15k
12k
MEDIAN
12k
11k
Q1
8k
7k
5%
4k
3k
MIN
1k
1k
RANGE
130k
63,615
IQR
10,457
8,402
STD
10,027
7,982
VAR
100.5M
63.7M
KURT.
11.7
11.3
SKEW
2.45
2.43
SUM
420.0M
2.1M
153
AMT_ANNUITY_max
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
21,150
(69%)
166
(96%)
ZEROES:
---
---
MAX
310k
93k
95%
59k
53k
Q3
32k
28k
AVG
24k
21k
MEDIAN
18k
17k
Q1
10k
9k
5%
5k
4k
MIN
1k
1k
RANGE
309k
92,084
IQR
21,209
19,459
STD
19,071
16,451
VAR
363.7M
270.6M
KURT.
9.55
2.92
SKEW
2.18
1.53
SUM
684.7M
3.6M
154
AMT_ANNUITY_min
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
22,186
(73%)
121
(70%)
ZEROES:
109
(<1%)
5
(3%)
MAX
125k
33k
95%
21k
13k
Q3
9k
7k
AVG
8k
6k
MEDIAN
6k
4k
Q1
4k
2k
5%
2k
2k
MIN
0k
0k
RANGE
125k
32,681
IQR
5,925
4,872
STD
7,462
4,643
VAR
55.7M
21.6M
KURT.
28.1
11.7
SKEW
3.98
2.77
SUM
227.7M
956k
155
AMT_APPLICATION_mean
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
24,930
(82%)
169
(98%)
ZEROES:
94
(<1%)
---
MAX
3.1M
2.0M
95%
0.4M
0.3M
Q3
0.2M
0.2M
AVG
0.2M
0.1M
MEDIAN
0.1M
0.1M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
3.1M
2.0M
IQR
129k
113k
STD
153k
185k
VAR
23.5B
34.1B
KURT.
32.6
60.2
SKEW
3.78
6.55
SUM
4.5B
23.8M
156
AMT_APPLICATION_max
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
9,933
(32%)
111
(64%)
ZEROES:
94
(<1%)
---
MAX
4.5M
3.1M
95%
1.3M
1.1M
Q3
0.5M
0.5M
AVG
0.4M
0.4M
MEDIAN
0.2M
0.2M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.5M
3.1M
IQR
356k
369k
STD
423k
453k
VAR
178.5B
205.4B
KURT.
5.81
12.9
SKEW
2.12
3.06
SUM
10.9B
61.1M
157
AMT_APPLICATION_min
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
8,172
(27%)
77
(45%)
ZEROES:
13,560
(44%)
85
(49%)
MAX
3.1M
0.2M
95%
0.2M
0.1M
Q3
0.1M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
3.1M
225k
IQR
54,000
40,810
STD
92,845
41,592
VAR
8.6B
1.7B
KURT.
193
5.33
SKEW
9.51
2.07
SUM
1.3B
4.8M
158
AMT_CREDIT_mean
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
27,034
(88%)
169
(98%)
ZEROES:
23
(<1%)
---
MAX
3.4M
2.2M
95%
0.5M
0.4M
Q3
0.2M
0.2M
AVG
0.2M
0.2M
MEDIAN
0.1M
0.1M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
3.4M
2.2M
IQR
147k
133k
STD
166k
209k
VAR
27.4B
43.6B
KURT.
28.6
56.6
SKEW
3.50
6.30
SUM
4.9B
27.0M
159
AMT_CREDIT_max
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
13,671
(45%)
154
(89%)
ZEROES:
23
(<1%)
---
MAX
4.0M
3.5M
95%
1.4M
1.2M
Q3
0.6M
0.5M
AVG
0.4M
0.4M
MEDIAN
0.2M
0.2M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
3.5M
IQR
449k
454k
STD
457k
516k
VAR
208.8B
266.3B
KURT.
4.92
12.3
SKEW
1.99
3.00
SUM
12.0B
70.1M
160
AMT_CREDIT_min
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
11,197
(37%)
82
(47%)
ZEROES:
11,201
(37%)
82
(47%)
MAX
3.4M
0.3M
95%
0.2M
0.1M
Q3
0.1M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
3.4M
338k
IQR
59,384
45,000
STD
95,900
49,178
VAR
9.2B
2.4B
KURT.
204
12.0
SKEW
9.75
2.90
SUM
1.4B
5.2M
161
AMT_DECLINED_mean
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
22,608
(74%)
161
(93%)
ZEROES:
1,840
(6%)
9
(5%)
MAX
1.1M
0.0M
95%
0.0M
0.0M
Q3
0.0M
-0.0M
MEDIAN
-0.0M
-0.0M
AVG
-0.0M
-0.0M
Q1
-0.0M
-0.0M
5%
-0.1M
-0.1M
MIN
-0.5M
-0.2M
RANGE
1.5M
235k
IQR
22,450
20,781
STD
36,978
29,050
VAR
1.4B
843.9M
KURT.
58.8
17.8
SKEW
-1.20
-3.47
SUM
-463.3M
-3.2M
162
AMT_DECLINED_max
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
9,015
(29%)
94
(54%)
ZEROES:
7,643
(25%)
74
(43%)
MAX
2.2M
0.1M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
-0.0M
-0.0M
MIN
-0.5M
-0.1M
RANGE
2.6M
180k
IQR
9,249
2,398
STD
33,223
14,223
VAR
1.1B
202.3M
KURT.
745
29.3
SKEW
17.0
-2.20
SUM
217.4M
158k
163
AMT_DECLINED_min
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
8,329
(27%)
141
(82%)
ZEROES:
4,400
(14%)
19
(11%)
MAX
0.9M
0.0M
95%
0.0M
0.0M
Q3
0.0M
-0.0M
MEDIAN
-0.0M
-0.0M
AVG
-0.1M
-0.1M
Q1
-0.1M
-0.1M
5%
-0.3M
-0.3M
MIN
-0.9M
-0.8M
RANGE
1.8M
771k
IQR
89,100
88,209
STD
129k
106k
VAR
16.7B
11.3B
KURT.
14.1
13.6
SKEW
-3.33
-3.11
SUM
-2.0B
-11.9M
164
AMT_DECLINED_PERCENTAGE_mean
VALUES:
24,628
(81%)
156
(90%)
MISSING:
5,951
(19%)
17
(10%)
DISTINCT:
21,280
(70%)
148
(86%)
ZEROES:
1,817
(6%)
9
(5%)
MAX
70
14
95%
15
6
Q3
3
-1
AVG
-1
-8
MEDIAN
-2
-8
Q1
-7
-13
5%
-16
-22
MIN
-169
-48
RANGE
239
61.4
IQR
10.3
11.6
STD
10.2
8.96
VAR
103
80.3
KURT.
9.08
2.01
SKEW
0.361
-0.493
SUM
-36,160
-1,196
165
AMT_DECLINED_PERCENTAGE_max
VALUES:
28,870
(94%)
169
(98%)
MISSING:
1,709
(6%)
4
(2%)
DISTINCT:
17,893
(59%)
100
(58%)
ZEROES:
6,191
(20%)
63
(36%)
MAX
90
31
95%
36
20
Q3
12
8
AVG
7
2
MEDIAN
4
0
Q1
0
0
5%
-11
-16
MIN
-53
-46
RANGE
143
76.8
IQR
12.0
7.76
STD
14.2
10.9
VAR
200
119
KURT.
2.96
2.11
SKEW
1.16
-0.249
SUM
211k
288
166
AMT_DECLINED_PERCENTAGE_min
VALUES:
24,628
(81%)
156
(90%)
MISSING:
5,951
(19%)
17
(10%)
DISTINCT:
12,283
(40%)
122
(71%)
ZEROES:
3,966
(13%)
17
(10%)
MAX
70
10
95%
10
2
Q3
0
-7
AVG
-10
-18
MEDIAN
-10
-16
Q1
-17
-26
5%
-31
-44
MIN
-750
-100
RANGE
820
110
IQR
17.2
19.6
STD
16.4
15.6
VAR
270
244
KURT.
349
4.08
SKEW
-10.3
-1.21
SUM
-236k
-2,746
167
AMT_DOWN_PAYMENT_mean
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
10,553
(35%)
78
(45%)
ZEROES:
7,729
(25%)
69
(40%)
MAX
1.1M
0.0M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.1M
37,429
IQR
8,320
4,464
STD
17,731
5,028
VAR
314.4M
25.3M
KURT.
977
15.7
SKEW
22.7
3.30
SUM
192.5M
463k
168
AMT_DOWN_PAYMENT_max
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
6,132
(20%)
72
(42%)
ZEROES:
7,729
(25%)
69
(40%)
MAX
2.2M
0.1M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
2.2M
60,750
IQR
13,500
5,859
STD
27,426
9,667
VAR
752.2M
93.4M
KURT.
1,556
13.1
SKEW
26.4
3.34
SUM
317.1M
813k
169
AMT_DOWN_PAYMENT_min
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
3,429
(11%)
41
(24%)
ZEROES:
17,800
(58%)
109
(63%)
MAX
914k
25k
95%
18k
8k
Q3
4k
2k
AVG
4k
2k
MEDIAN
0k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
914k
25,358
IQR
3,617
1,575
STD
14,883
3,892
VAR
221.5M
15.1M
KURT.
953
15.9
SKEW
22.9
3.69
SUM
108.2M
248k
170
AMT_GOODS_PRICE_mean
VALUES:
28,876
(94%)
169
(98%)
MISSING:
1,703
(6%)
4
(2%)
DISTINCT:
24,594
(80%)
168
(97%)
ZEROES:
6
(<1%)
---
MAX
3.1M
2.1M
95%
0.6M
0.4M
Q3
0.2M
0.2M
AVG
0.2M
0.2M
MEDIAN
0.1M
0.1M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
3.1M
2.1M
IQR
170k
142k
STD
194k
212k
VAR
37.7B
44.9B
KURT.
19.0
42.2
SKEW
3.15
5.33
SUM
5.6B
30.0M
171
AMT_GOODS_PRICE_max
VALUES:
28,876
(94%)
169
(98%)
MISSING:
1,703
(6%)
4
(2%)
DISTINCT:
9,933
(32%)
111
(64%)
ZEROES:
6
(<1%)
---
MAX
4.5M
3.1M
95%
1.3M
1.1M
Q3
0.5M
0.5M
AVG
0.4M
0.4M
MEDIAN
0.2M
0.2M
Q1
0.1M
0.1M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.5M
3.1M
IQR
355k
369k
STD
423k
453k
VAR
178.7B
205.4B
KURT.
5.80
12.9
SKEW
2.12
3.06
SUM
10.9B
61.1M
172
AMT_GOODS_PRICE_min
VALUES:
28,876
(94%)
169
(98%)
MISSING:
1,703
(6%)
4
(2%)
DISTINCT:
12,010
(39%)
131
(76%)
ZEROES:
474
(2%)
5
(3%)
MAX
3.1M
0.7M
95%
0.2M
0.1M
Q3
0.1M
0.1M
AVG
0.1M
0.1M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
3.1M
675k
IQR
60,800
41,544
STD
112k
65,217
VAR
12.6B
4.3B
KURT.
129
48.6
SKEW
8.35
5.78
SUM
2.3B
9.8M
173
CNT_PAYMENT_mean
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
1,195
(4%)
79
(46%)
ZEROES:
207
(<1%)
1
(<1%)
MAX
72.0
51.4
95%
31.2
35.5
Q3
18.0
22.0
AVG
14.5
16.5
MEDIAN
12.0
14.0
Q1
9.0
10.0
5%
5.6
6.0
MIN
0.0
0.0
RANGE
72.0
51.4
IQR
9.00
12.0
STD
8.32
9.71
VAR
69.2
94.3
KURT.
2.73
0.514
SKEW
1.43
0.932
SUM
419k
2,791
174
CNT_PAYMENT_max
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
31
(<1%)
15
(9%)
ZEROES:
207
(<1%)
1
(<1%)
MAX
84.0
60.0
95%
60.0
60.0
Q3
36.0
48.0
AVG
24.0
28.5
MEDIAN
18.0
24.0
Q1
12.0
12.0
5%
6.0
6.0
MIN
0.0
0.0
RANGE
84.0
60.0
IQR
24.0
36.0
STD
16.7
18.5
VAR
278
341
KURT.
-0.256
-1.22
SKEW
0.956
0.401
SUM
695k
4,811
175
CNT_PAYMENT_min
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
26
(<1%)
12
(7%)
ZEROES:
9,653
(32%)
80
(46%)
MAX
72.0
36.0
95%
18.0
18.0
Q3
10.0
10.0
AVG
6.8
5.6
MEDIAN
6.0
6.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
72.0
36.0
IQR
10.0
10.0
STD
7.03
6.79
VAR
49.4
46.1
KURT.
7.59
2.14
SKEW
1.91
1.34
SUM
197k
953
176
DAYS_DECISION_mean
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
15,443
(51%)
167
(97%)
ZEROES:
---
---
MAX
2,922
2,681
95%
2,088
2,271
Q3
1,252
849
AVG
922
723
MEDIAN
795
524
Q1
469
343
5%
234
192
MIN
2
5
RANGE
2,920
2,676
IQR
783
507
STD
576
582
VAR
331k
339k
KURT.
0.520
2.68
SKEW
0.971
1.76
SUM
26.7M
122k
177
DAYS_DECISION_max
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
2,851
(9%)
165
(95%)
ZEROES:
---
---
MAX
2,922
2,883
95%
2,822
2,641
Q3
2,391
1,801
AVG
1,542
1,166
MEDIAN
1,511
870
Q1
729
549
5%
308
280
MIN
2
5
RANGE
2,920
2,878
IQR
1,662
1,252
STD
865
805
VAR
747k
648k
KURT.
-1.42
-0.859
SKEW
0.043
0.723
SUM
44.7M
197k
178
DAYS_DECISION_min
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
2,481
(8%)
151
(87%)
ZEROES:
---
---
MAX
2,922
2,681
95%
1,770
2,087
Q3
595
484
AVG
483
462
MEDIAN
302
247
Q1
149
128
5%
22
19
MIN
2
3
RANGE
2,920
2,678
IQR
446
356
STD
538
591
VAR
290k
350k
KURT.
5.00
4.75
SKEW
2.20
2.30
SUM
14.0M
78,081
179
DAYS_EMPLOYED_mean
VALUES:
13,570
(44%)
88
(51%)
MISSING:
17,009
(56%)
85
(49%)
DISTINCT:
7,375
(24%)
88
(51%)
ZEROES:
---
---
MAX
16,160
10,315
95%
6,591
6,404
Q3
3,146
3,728
AVG
2,392
2,593
MEDIAN
1,821
2,002
Q1
956
950
5%
256
329
MIN
1
121
RANGE
16,159
10,194
IQR
2,190
2,778
STD
2,100
2,100
VAR
4.4M
4.4M
KURT.
5.44
1.11
SKEW
1.98
1.16
SUM
32.5M
228k
180
DAYS_EMPLOYED_max
VALUES:
13,570
(44%)
88
(51%)
MISSING:
17,009
(56%)
85
(49%)
DISTINCT:
6,078
(20%)
87
(50%)
ZEROES:
---
---
MAX
17,522
13,382
95%
8,513
10,700
Q3
3,984
5,382
AVG
2,961
3,553
MEDIAN
2,226
2,375
Q1
1,056
1,008
5%
261
333
MIN
1
121
RANGE
17,521
13,261
IQR
2,928
4,374
STD
2,645
3,274
VAR
7.0M
10.7M
KURT.
3.02
0.869
SKEW
1.64
1.28
SUM
40.2M
313k
181
DAYS_EMPLOYED_min
VALUES:
13,570
(44%)
88
(51%)
MISSING:
17,009
(56%)
85
(49%)
DISTINCT:
4,703
(15%)
85
(49%)
ZEROES:
---
---
MAX
16,160
10,315
95%
6,131
5,812
Q3
2,512
2,350
AVG
1,908
1,816
MEDIAN
1,205
1,095
Q1
537
542
5%
165
185
MIN
1
104
RANGE
16,159
10,211
IQR
1,975
1,808
STD
2,085
1,903
VAR
4.3M
3.6M
KURT.
7.25
4.88
SKEW
2.38
2.05
SUM
25.9M
160k
182
DAYS_FIRST_DUE_mean
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
13,282
(43%)
163
(94%)
ZEROES:
---
---
MAX
365k
365k
95%
93k
3k
Q3
2k
1k
AVG
13k
8k
MEDIAN
1k
1k
Q1
1k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
1,070
720
STD
38,449
45,628
VAR
1.5B
2.1B
KURT.
18.4
49.2
SKEW
3.88
6.97
SUM
377.6M
1.3M
183
DAYS_FIRST_DUE_max
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,843
(9%)
160
(92%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
3k
Q3
3k
2k
AVG
42k
10k
MEDIAN
2k
1k
Q1
1k
1k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
1,810
1,273
STD
115k
55,520
VAR
13.2B
3.1B
KURT.
4.02
38.4
SKEW
2.45
6.32
SUM
1.2B
1.6M
184
DAYS_FIRST_DUE_min
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,619
(9%)
159
(92%)
ZEROES:
---
---
MAX
365k
365k
95%
2k
2k
Q3
1k
1k
AVG
1k
5k
MEDIAN
0k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
500
585
STD
14,404
39,548
VAR
207.5M
1.6B
KURT.
634
81.9
SKEW
25.2
9.11
SUM
33.8M
841k
185
DAYS_ID_PUBLISH_mean
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
7,711
(25%)
94
(54%)
ZEROES:
---
---
MAX
6,551
5,140
95%
4,805
4,799
Q3
4,104
4,224
MEDIAN
3,104
3,233
AVG
2,991
3,033
Q1
2,074
2,070
5%
575
731
MIN
1
331
RANGE
6,550
4,809
IQR
2,030
2,154
STD
1,312
1,286
VAR
1.7M
1.7M
KURT.
-0.746
-0.942
SKEW
-0.351
-0.380
SUM
46.0M
288k
186
DAYS_ID_PUBLISH_max
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
4,858
(16%)
92
(53%)
ZEROES:
---
---
MAX
6,551
5,833
95%
5,076
5,104
Q3
4,534
4,604
MEDIAN
3,993
4,224
AVG
3,430
3,567
Q1
2,429
2,520
5%
595
731
MIN
1
331
RANGE
6,550
5,502
IQR
2,105
2,084
STD
1,429
1,458
VAR
2.0M
2.1M
KURT.
-0.563
-0.560
SKEW
-0.736
-0.751
SUM
52.7M
339k
187
DAYS_ID_PUBLISH_min
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
4,975
(16%)
93
(54%)
ZEROES:
---
---
MAX
6,551
4,982
95%
4,788
4,667
Q3
4,016
3,892
AVG
2,532
2,442
MEDIAN
2,490
2,285
Q1
1,144
1,154
5%
228
309
MIN
1
31
RANGE
6,550
4,951
IQR
2,872
2,738
STD
1,530
1,487
VAR
2.3M
2.2M
KURT.
-1.27
-1.33
SKEW
0.032
0.100
SUM
38.9M
232k
188
DAYS_LAST_DUE_mean
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
15,624
(51%)
140
(81%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
123k
183k
AVG
82k
104k
MEDIAN
2k
2k
Q1
1k
1k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
122k
182k
STD
107k
134k
VAR
11.5B
17.9B
KURT.
0.939
-0.460
SKEW
1.32
0.990
SUM
2.4B
17.6M
189
DAYS_LAST_DUE_max
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,756
(9%)
85
(49%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
365k
365k
AVG
179k
173k
MEDIAN
3k
2k
Q1
1k
1k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
364k
365k
STD
182k
182k
VAR
33.1B
33.3B
KURT.
-2.00
-2.01
SKEW
0.051
0.108
SUM
5.2B
29.3M
190
DAYS_LAST_DUE_min
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,526
(8%)
132
(76%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
1k
2k
AVG
27k
57k
MEDIAN
0k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
735
1,384
STD
94,178
132k
VAR
8.9B
17.4B
KURT.
9.00
1.77
SKEW
3.32
1.94
SUM
771.8M
9.6M
191
DAYS_LAST_DUE_1ST_VERSION_mean
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
14,224
(47%)
162
(94%)
ZEROES:
13
(<1%)
---
MAX
365k
365k
95%
183k
183k
Q3
53k
74k
AVG
32k
42k
MEDIAN
1k
1k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
52,345
73,340
STD
60,689
73,962
VAR
3.7B
5.5B
KURT.
7.89
3.22
SKEW
2.51
1.81
SUM
911.0M
7.2M
192
DAYS_LAST_DUE_1ST_VERSION_max
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,768
(9%)
114
(66%)
ZEROES:
13
(<1%)
---
MAX
365k
365k
95%
365k
365k
Q3
365k
365k
AVG
100k
107k
MEDIAN
2k
1k
Q1
1k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
365k
365k
STD
162k
166k
VAR
26.2B
27.5B
KURT.
-0.941
-1.14
SKEW
1.03
0.934
SUM
2.9B
18.0M
193
DAYS_LAST_DUE_1ST_VERSION_min
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,361
(8%)
152
(88%)
ZEROES:
59
(<1%)
---
MAX
365k
365k
95%
2k
2k
Q3
0k
1k
AVG
4k
5k
MEDIAN
0k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
408
472
STD
35,141
39,565
VAR
1.2B
1.6B
KURT.
102
81.9
SKEW
10.2
9.11
SUM
110.2M
814k
194
DAYS_LAST_PHONE_CHANGE_mean
VALUES:
15,374
(50%)
95
(55%)
MISSING:
15,205
(50%)
78
(45%)
DISTINCT:
5,373
(18%)
92
(53%)
ZEROES:
1,172
(4%)
3
(2%)
MAX
4,153
3,362
95%
2,289
2,303
Q3
1,430
1,446
AVG
956
1,051
MEDIAN
846
901
Q1
393
540
5%
0
86
MIN
0
0
RANGE
4,153
3,362
IQR
1,037
906
STD
712
707
VAR
506k
500k
KURT.
0.129
0.397
SKEW
0.716
0.769
SUM
14.7M
99,811
195
DAYS_LAST_PHONE_CHANGE_max
VALUES:
15,374
(50%)
95
(55%)
MISSING:
15,205
(50%)
78
(45%)
DISTINCT:
3,110
(10%)
92
(53%)
ZEROES:
1,172
(4%)
3
(2%)
MAX
4,292
3,384
95%
2,699
2,705
Q3
1,823
1,997
AVG
1,207
1,400
MEDIAN
1,135
1,452
Q1
468
594
5%
0
86
MIN
0
0
RANGE
4,292
3,384
IQR
1,355
1,404
STD
862
867
VAR
743k
752k
KURT.
-0.704
-0.904
SKEW
0.383
0.114
SUM
18.6M
133k
196
DAYS_LAST_PHONE_CHANGE_min
VALUES:
15,374
(50%)
95
(55%)
MISSING:
15,205
(50%)
78
(45%)
DISTINCT:
2,663
(9%)
78
(45%)
ZEROES:
2,896
(9%)
16
(9%)
MAX
4,153
3,362
95%
2,245
2,205
Q3
1,173
1,097
AVG
725
756
MEDIAN
482
537
Q1
32
117
5%
0
0
MIN
0
0
RANGE
4,153
3,362
IQR
1,141
980
STD
753
763
VAR
567k
582k
KURT.
0.541
0.756
SKEW
1.10
1.12
SUM
11.1M
71,793
197
DAYS_REGISTRATION_mean
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
10,696
(35%)
95
(55%)
ZEROES:
5
(<1%)
---
MAX
23,738
14,400
95%
10,501
9,876
Q3
6,914
6,598
AVG
4,988
4,927
MEDIAN
4,675
4,690
Q1
2,678
2,708
5%
557
873
MIN
0
167
RANGE
23,738
14,233
IQR
4,235
3,889
STD
3,072
2,851
VAR
9.4M
8.1M
KURT.
0.233
0.414
SKEW
0.617
0.605
SUM
76.7M
468k
198
DAYS_REGISTRATION_max
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
9,017
(29%)
95
(55%)
ZEROES:
5
(<1%)
---
MAX
23,738
15,484
95%
12,353
12,677
Q3
8,725
8,744
AVG
6,053
6,416
MEDIAN
5,827
6,936
Q1
3,134
3,645
5%
570
924
MIN
0
167
RANGE
23,738
15,317
IQR
5,591
5,098
STD
3,644
3,761
VAR
13.3M
14.1M
KURT.
-0.571
-0.735
SKEW
0.301
0.242
SUM
93.1M
610k
199
DAYS_REGISTRATION_min
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
7,776
(25%)
95
(55%)
ZEROES:
12
(<1%)
---
MAX
23,738
14,400
95%
10,337
9,876
Q3
5,984
4,900
AVG
3,995
3,622
MEDIAN
3,251
2,626
Q1
1,186
1,298
5%
183
196
MIN
0
14
RANGE
23,738
14,386
IQR
4,798
3,602
STD
3,306
3,047
VAR
10.9M
9.3M
KURT.
0.389
1.29
SKEW
0.934
1.24
SUM
61.4M
344k
200
DAYS_TERMINATION_mean
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
15,516
(51%)
137
(79%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
147k
183k
AVG
89k
111k
MEDIAN
53k
2k
Q1
1k
1k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
146k
182k
STD
110k
138k
VAR
12.0B
19.0B
KURT.
0.616
-0.700
SKEW
1.21
0.894
SUM
2.6B
18.8M
201
DAYS_TERMINATION_max
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,649
(9%)
84
(49%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
365k
365k
MEDIAN
365k
2k
AVG
190k
180k
Q1
1k
1k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
364k
365k
STD
182k
183k
VAR
33.1B
33.4B
KURT.
-1.99
-2.02
SKEW
-0.078
0.036
SUM
5.5B
30.4M
202
DAYS_TERMINATION_min
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,473
(8%)
129
(75%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
1k
2k
AVG
30k
63k
MEDIAN
0k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
772
1,512
STD
98,586
138k
VAR
9.7B
19.0B
KURT.
7.69
1.10
SKEW
3.11
1.76
SUM
850.8M
10.7M
203
HOUR_APPR_PROCESS_START_mean
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
1,135
(4%)
95
(55%)
ZEROES:
---
---
MAX
22.0
18.0
95%
17.0
16.0
Q3
14.5
13.2
MEDIAN
12.8
11.3
AVG
12.7
11.3
Q1
11.0
9.4
5%
8.0
6.3
MIN
1.0
4.0
RANGE
21.0
14.0
IQR
3.50
3.74
STD
2.76
2.86
VAR
7.63
8.21
KURT.
0.229
-0.336
SKEW
-0.215
-0.180
SUM
367k
1,915
204
HOUR_APPR_PROCESS_START_max
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
23
(<1%)
18
(10%)
ZEROES:
---
---
MAX
23.0
21.0
95%
19.0
19.0
Q3
17.0
17.0
MEDIAN
15.0
14.0
AVG
14.8
13.7
Q1
13.0
11.0
5%
9.0
7.0
MIN
1.0
4.0
RANGE
22.0
17.0
IQR
4.00
6.00
STD
3.19
3.75
VAR
10.2
14.0
KURT.
-0.070
-0.546
SKEW
-0.467
-0.291
SUM
428k
2,307
205
HOUR_APPR_PROCESS_START_min
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
23
(<1%)
16
(9%)
ZEROES:
10
(<1%)
---
MAX
22.0
18.0
95%
16.0
14.6
Q3
12.0
11.0
AVG
10.7
9.4
MEDIAN
10.0
9.0
Q1
9.0
7.0
5%
6.0
4.0
MIN
0.0
2.0
RANGE
22.0
16.0
IQR
3.00
4.00
STD
3.08
3.03
VAR
9.49
9.19
KURT.
0.413
-0.029
SKEW
0.268
0.101
SUM
311k
1,597
206
NFLAG_INSURED_ON_APPROVAL_mean
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
63
(<1%)
13
(8%)
ZEROES:
13,451
(44%)
88
(51%)
MAX
1.00
1.00
95%
1.00
1.00
Q3
0.50
0.50
AVG
0.28
0.30
MEDIAN
0.20
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
1.00
1.00
IQR
0.500
0.500
STD
0.319
0.357
VAR
0.102
0.127
KURT.
-0.406
-0.717
SKEW
0.830
0.791
SUM
8,116
50.2
207
NFLAG_INSURED_ON_APPROVAL_max
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2
(<1%)
2
(1%)
208
RATE_DOWN_PAYMENT_mean
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
17,847
(58%)
85
(49%)
ZEROES:
7,729
(25%)
69
(40%)
MAX
0.908
0.285
95%
0.244
0.162
Q3
0.109
0.100
AVG
0.082
0.052
MEDIAN
0.066
0.033
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.908
0.285
IQR
0.109
0.100
STD
0.090
0.064
VAR
0.008
0.004
KURT.
6.80
1.37
SKEW
2.03
1.25
SUM
2,233
8.06
209
RATE_DOWN_PAYMENT_max
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
15,793
(52%)
81
(47%)
ZEROES:
7,729
(25%)
69
(40%)
MAX
0.921
0.364
95%
0.415
0.270
Q3
0.196
0.109
AVG
0.128
0.078
MEDIAN
0.105
0.081
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.921
0.364
IQR
0.196
0.109
STD
0.132
0.092
VAR
0.017
0.008
KURT.
3.15
0.361
SKEW
1.58
1.04
SUM
3,487
12.2
210
RATE_DOWN_PAYMENT_min
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
7,887
(26%)
46
(27%)
ZEROES:
17,800
(58%)
109
(63%)
MAX
0.908
0.285
95%
0.211
0.117
Q3
0.100
0.054
AVG
0.047
0.031
MEDIAN
0.000
0.000
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.908
0.285
IQR
0.100
0.054
STD
0.085
0.060
VAR
0.007
0.004
KURT.
11.2
4.52
SKEW
2.79
2.11
SUM
1,285
4.81
211
SELLERPLACE_AREA_mean
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
9,948
(33%)
148
(86%)
ZEROES:
97
(<1%)
---
MAX
4.0M
0.0M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
15,249
IQR
325
130
STD
23,586
1,279
VAR
556.3M
1.6M
KURT.
28,552
112
SKEW
168
9.86
SUM
15.2M
54,160
212
SELLERPLACE_AREA_max
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
1,487
(5%)
105
(61%)
ZEROES:
97
(<1%)
---
MAX
4.0M
0.0M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
49,150
IQR
1,098
479
STD
23,729
4,463
VAR
563.1M
19.9M
KURT.
27,852
92.2
SKEW
165
9.29
SUM
30.6M
161k
213
SELLERPLACE_AREA_min
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
785
(3%)
54
(31%)
ZEROES:
1,779
(6%)
10
(6%)
MAX
4.0M
0.0M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
3,093
IQR
29.0
29.0
STD
23,565
430
VAR
555.3M
185k
KURT.
28,657
31.3
SKEW
169
5.50
SUM
8.2M
17,887
214
AMT_ANNUITY_prev_app
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
22,667
(74%)
149
(86%)
ZEROES:
25
(<1%)
2
(1%)
MAX
224k
57k
95%
43k
31k
Q3
18k
15k
AVG
15k
12k
MEDIAN
10k
9k
Q1
6k
5k
5%
3k
2k
MIN
0k
0k
RANGE
224k
56,846
IQR
12,203
10,661
STD
13,815
9,568
VAR
190.9M
91.5M
KURT.
15.4
4.28
SKEW
2.90
1.83
SUM
423.6M
2.0M
215
AMT_APPLICATION
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
10,605
(35%)
100
(58%)
ZEROES:
4,942
(16%)
33
(19%)
MAX
4.0M
1.6M
95%
0.7M
0.5M
Q3
0.2M
0.2M
AVG
0.2M
0.1M
MEDIAN
0.1M
0.1M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
1.6M
IQR
128k
158k
STD
253k
232k
VAR
63.8B
53.9B
KURT.
22.3
16.7
SKEW
3.98
3.68
SUM
4.4B
24.0M
216
AMT_CREDIT_prev_app
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
14,238
(47%)
121
(70%)
ZEROES:
4,004
(13%)
31
(18%)
MAX
4.0M
1.8M
95%
0.7M
0.5M
Q3
0.2M
0.2M
AVG
0.2M
0.2M
MEDIAN
0.1M
0.1M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
1.8M
IQR
142k
201k
STD
273k
264k
VAR
74.6B
69.7B
KURT.
20.0
16.3
SKEW
3.79
3.63
SUM
4.9B
27.3M
217
AMT_DECLINED
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
8,444
(28%)
96
(55%)
ZEROES:
9,623
(31%)
72
(42%)
MAX
2.2M
0.1M
95%
0.0M
0.0M
Q3
0.0M
0.0M
MEDIAN
0.0M
0.0M
AVG
-0.0M
-0.0M
Q1
-0.0M
-0.0M
5%
-0.1M
-0.1M
MIN
-0.9M
-0.5M
RANGE
3.1M
518k
IQR
10,073
13,540
STD
67,835
51,927
VAR
4.6B
2.7B
KURT.
95.6
30.5
SKEW
-4.77
-4.69
SUM
-460.5M
-3.3M
218
AMT_DECLINED_PERCENTAGE
VALUES:
27,887
(91%)
166
(96%)
MISSING:
2,692
(9%)
7
(4%)
DISTINCT:
14,376
(47%)
103
(60%)
ZEROES:
6,690
(22%)
55
(32%)
MAX
85
31
95%
20
10
Q3
3
0
MEDIAN
0
0
AVG
-2
-6
Q1
-10
-13
5%
-22
-30
MIN
-325
-50
RANGE
410
81.3
IQR
12.5
13.2
STD
13.7
13.5
VAR
189
183
KURT.
24.6
1.82
SKEW
-0.354
-0.792
SUM
-48,725
-1,078
219
AMT_DOWN_PAYMENT
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
4,723
(15%)
56
(32%)
ZEROES:
12,680
(41%)
89
(51%)
MAX
2.2M
0.0M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
2.2M
46,912
IQR
8,386
3,820
STD
22,392
6,450
VAR
501.4M
41.6M
KURT.
3,281
21.2
SKEW
40.2
4.08
SUM
193.6M
467k
220
AMT_GOODS_PRICE_prev_app
VALUES:
28,876
(94%)
169
(98%)
MISSING:
1,703
(6%)
4
(2%)
DISTINCT:
11,760
(38%)
114
(66%)
ZEROES:
100
(<1%)
2
(1%)
MAX
4.0M
1.6M
95%
0.8M
0.5M
Q3
0.2M
0.2M
AVG
0.2M
0.2M
MEDIAN
0.1M
0.1M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
1.6M
IQR
159k
185k
STD
279k
234k
VAR
78.1B
54.8B
KURT.
16.6
14.6
SKEW
3.50
3.43
SUM
5.7B
29.2M
221
CNT_PAYMENT
VALUES:
28,924
(95%)
169
(98%)
MISSING:
1,655
(5%)
4
(2%)
DISTINCT:
31
(<1%)
16
(9%)
ZEROES:
2,810
(9%)
30
(17%)
MAX
84.0
60.0
95%
48.0
48.0
Q3
18.0
24.0
AVG
14.6
16.8
MEDIAN
12.0
12.0
Q1
6.0
6.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
84.0
60.0
IQR
12.0
18.0
STD
12.8
16.0
VAR
164
255
KURT.
3.38
0.586
SKEW
1.81
1.16
SUM
421k
2,831
222
DAYS_DECISION
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
2,900
(9%)
159
(92%)
ZEROES:
---
---
MAX
2,922
2,883
95%
2,580
2,332
Q3
1,363
903
AVG
915
719
MEDIAN
623
487
Q1
304
280
5%
94
32
MIN
2
5
RANGE
2,920
2,878
IQR
1,059
623
STD
786
668
VAR
618k
446k
KURT.
-0.166
1.59
SKEW
1.00
1.53
SUM
26.5M
122k
223
DAYS_EMPLOYED_prev_app
VALUES:
13,570
(44%)
88
(51%)
MISSING:
17,009
(56%)
85
(49%)
DISTINCT:
5,413
(18%)
87
(50%)
ZEROES:
---
---
MAX
17,170
12,718
95%
7,361
9,821
Q3
3,159
3,425
AVG
2,390
2,663
MEDIAN
1,636
1,518
Q1
766
815
5%
206
197
MIN
1
104
RANGE
17,169
12,614
IQR
2,393
2,610
STD
2,375
2,778
VAR
5.6M
7.7M
KURT.
4.93
3.04
SKEW
2.01
1.81
SUM
32.4M
234k
224
DAYS_FIRST_DUE
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,879
(9%)
162
(94%)
ZEROES:
---
---
MAX
365k
365k
95%
3k
2k
Q3
2k
1k
AVG
13k
7k
MEDIAN
1k
1k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
1,269
768
STD
65,045
48,259
VAR
4.2B
2.3B
KURT.
25.4
52.9
SKEW
5.23
7.37
SUM
376.2M
1.2M
225
DAYS_ID_PUBLISH_prev_app
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
5,023
(16%)
93
(54%)
ZEROES:
---
---
MAX
6,551
5,833
95%
4,928
4,896
Q3
4,285
4,282
MEDIAN
3,215
3,320
AVG
2,971
2,985
Q1
1,668
1,587
5%
384
648
MIN
1
331
RANGE
6,550
5,502
IQR
2,617
2,694
STD
1,511
1,468
VAR
2.3M
2.2M
KURT.
-1.14
-1.27
SKEW
-0.327
-0.257
SUM
45.7M
284k
226
DAYS_LAST_DUE
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,751
(9%)
116
(67%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
2k
365k
AVG
82k
100k
MEDIAN
1k
1k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
2,073
365k
STD
151k
163k
VAR
22.9B
26.5B
KURT.
-0.199
-0.945
SKEW
1.34
1.03
SUM
2.4B
16.9M
227
DAYS_LAST_DUE_1ST_VERSION
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,724
(9%)
141
(82%)
ZEROES:
21
(<1%)
---
MAX
365k
365k
95%
365k
365k
Q3
2k
2k
AVG
32k
44k
MEDIAN
1k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
1,398
1,284
STD
101k
118k
VAR
10.3B
14.0B
KURT.
6.92
3.73
SKEW
2.99
2.38
SUM
911.4M
7.4M
228
DAYS_LAST_PHONE_CHANGE_prev_app
VALUES:
15,374
(50%)
95
(55%)
MISSING:
15,205
(50%)
78
(45%)
DISTINCT:
2,907
(10%)
88
(51%)
ZEROES:
1,840
(6%)
8
(5%)
MAX
4,153
3,384
95%
2,507
2,557
Q3
1,556
1,653
AVG
950
1,026
MEDIAN
739
778
Q1
271
353
5%
0
0
MIN
0
0
RANGE
4,153
3,384
IQR
1,285
1,300
STD
817
859
VAR
668k
738k
KURT.
-0.293
-0.270
SKEW
0.725
0.744
SUM
14.6M
97,473
229
DAYS_REGISTRATION_prev_app
VALUES:
15,375
(50%)
95
(55%)
MISSING:
15,204
(50%)
78
(45%)
DISTINCT:
8,556
(28%)
95
(55%)
ZEROES:
9
(<1%)
---
MAX
23,738
15,484
95%
11,338
11,516
Q3
7,482
7,040
AVG
4,986
5,016
MEDIAN
4,509
4,574
Q1
2,053
2,460
5%
326
547
MIN
0
14
RANGE
23,738
15,470
IQR
5,428
4,580
STD
3,508
3,465
VAR
12.3M
12.0M
KURT.
-0.273
0.187
SKEW
0.593
0.783
SUM
76.7M
477k
230
DAYS_TERMINATION
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2,647
(9%)
115
(66%)
ZEROES:
---
---
MAX
365k
365k
95%
365k
365k
Q3
3k
365k
AVG
88k
106k
MEDIAN
1k
1k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
365k
365k
IQR
2,201
365k
STD
156k
166k
VAR
24.2B
27.5B
KURT.
-0.513
-1.14
SKEW
1.22
0.934
SUM
2.5B
18.0M
231
HOUR_APPR_PROCESS_START_prev_app
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
24
(<1%)
17
(10%)
ZEROES:
2
(<1%)
---
MAX
23.0
19.0
95%
18.0
17.6
Q3
15.0
14.0
MEDIAN
13.0
11.0
AVG
12.7
11.5
Q1
10.0
10.0
5%
7.0
6.0
MIN
0.0
3.0
RANGE
23.0
16.0
IQR
5.00
4.00
STD
3.36
3.38
VAR
11.3
11.4
KURT.
-0.269
-0.245
SKEW
-0.067
0.057
SUM
367k
1,938
232
NFLAG_INSURED_ON_APPROVAL
VALUES:
28,838
(94%)
169
(98%)
MISSING:
1,741
(6%)
4
(2%)
DISTINCT:
2
(<1%)
2
(1%)
233
RATE_DOWN_PAYMENT
VALUES:
27,202
(89%)
155
(90%)
MISSING:
3,377
(11%)
18
(10%)
DISTINCT:
11,904
(39%)
65
(38%)
ZEROES:
12,680
(41%)
89
(51%)
MAX
0.908
0.364
95%
0.305
0.220
Q3
0.109
0.102
MEDIAN
0.083
0.000
AVG
0.082
0.053
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.908
0.364
IQR
0.109
0.102
STD
0.110
0.078
VAR
0.012
0.006
KURT.
5.90
1.94
SKEW
2.07
1.51
SUM
2,238
8.29
234
SELLERPLACE_AREA
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
1,126
(4%)
71
(41%)
ZEROES:
733
(2%)
2
(1%)
MAX
4.0M
0.0M
95%
0.0M
0.0M
Q3
0.0M
0.0M
AVG
0.0M
0.0M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
4.0M
30,200
IQR
141
52.0
STD
23,609
2,386
VAR
557.4M
5.7M
KURT.
28,439
148
SKEW
168
11.8
SUM
14.7M
62,211
235
NAME_CONTRACT_TYPE
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
4
(<1%)
3
(2%)
236
WEEKDAY_APPR_PROCESS_START_prev_app
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
7
(<1%)
7
(4%)
237
NAME_CASH_LOAN_PURPOSE
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
23
(<1%)
10
(6%)
238
NAME_CONTRACT_STATUS
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
4
(<1%)
4
(2%)
239
NAME_PAYMENT_TYPE
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
4
(<1%)
3
(2%)
240
CODE_REJECT_REASON
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
9
(<1%)
7
(4%)
241
NAME_TYPE_SUITE_prev_app
VALUES:
24,422
(80%)
140
(81%)
MISSING:
6,157
(20%)
33
(19%)
DISTINCT:
7
(<1%)
7
(4%)
242
NAME_CLIENT_TYPE
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
4
(<1%)
3
(2%)
243
NAME_GOODS_CATEGORY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
26
(<1%)
8
(5%)
244
NAME_PORTFOLIO
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
5
(<1%)
4
(2%)
245
NAME_PRODUCT_TYPE
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
3
(<1%)
3
(2%)
246
CHANNEL_TYPE
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
8
(<1%)
7
(4%)
247
NAME_SELLER_INDUSTRY
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
11
(<1%)
5
(3%)
248
NAME_YIELD_GROUP
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
5
(<1%)
5
(3%)
249
PRODUCT_COMBINATION
VALUES:
28,964
(95%)
169
(98%)
MISSING:
1,615
(5%)
4
(2%)
DISTINCT:
17
(<1%)
15
(9%)
250
payment_ratio_min_all
VALUES:
29,011
(95%)
167
(97%)
MISSING:
1,568
(5%)
6
(3%)
DISTINCT:
8,180
(27%)
95
(55%)
ZEROES:
---
---
MAX
1.97
1.16
95%
1.00
1.00
Q3
1.00
1.00
MEDIAN
1.00
0.81
AVG
0.87
0.79
Q1
0.80
0.67
5%
0.50
0.50
MIN
0.00
0.00
RANGE
1.97
1.16
IQR
0.200
0.332
STD
0.219
0.225
VAR
0.048
0.050
KURT.
4.62
2.92
SKEW
-1.93
-1.45
SUM
25,304
132
251
payment_ratio_max_all
VALUES:
29,011
(95%)
167
(97%)
MISSING:
1,568
(5%)
6
(3%)
DISTINCT:
3,209
(10%)
15
(9%)
ZEROES:
---
---
MAX
187k
0k
95%
0k
0k
Q3
0k
0k
AVG
0k
0k
MEDIAN
0k
0k
Q1
0k
0k
5%
0k
0k
MIN
0k
0k
RANGE
187k
8.93
IQR
0.00
0.00
STD
1,099
0.789
VAR
1.2M
0.623
KURT.
28,768
95.5
SKEW
169
9.12
SUM
247k
191
252
payment_ratio_mean_all
VALUES:
29,011
(95%)
167
(97%)
MISSING:
1,568
(5%)
6
(3%)
DISTINCT:
14,196
(46%)
117
(68%)
ZEROES:
---
---
MAX
2,596
2
95%
1
1
Q3
1
1
AVG
1
1
MEDIAN
1
1
Q1
1
1
5%
1
1
MIN
0
1
RANGE
2,596
1.20
IQR
0.027
0.124
STD
15.3
0.126
VAR
233
0.016
KURT.
28,716
14.2
SKEW
169
2.02
SUM
31,880
158
253
DAYS_PAST_DUE_min_all
VALUES:
29,012
(95%)
167
(97%)
MISSING:
1,567
(5%)
6
(3%)
DISTINCT:
560
(2%)
58
(34%)
ZEROES:
4,477
(15%)
16
(9%)
MAX
30
17
95%
12
3
Q3
2
-1
MEDIAN
-1
-7
AVG
-16
-18
Q1
-9
-20
5%
-34
-74
MIN
-2,882
-258
RANGE
2,912
275
IQR
11.0
19.0
STD
111
36.6
VAR
12,212
1,340
KURT.
224
20.8
SKEW
-13.6
-4.18
SUM
-455k
-3,032
254
DAYS_PAST_DUE_max_all
VALUES:
29,012
(95%)
167
(97%)
MISSING:
1,567
(5%)
6
(3%)
DISTINCT:
266
(<1%)
56
(32%)
ZEROES:
71
(<1%)
---
MAX
3,189
107
95%
86
67
Q3
43
37
AVG
38
33
MEDIAN
31
31
Q1
22
19
5%
11
11
MIN
-25
3
RANGE
3,214
104
IQR
21.0
18.0
STD
33.6
18.7
VAR
1,127
351
KURT.
2,716
3.22
SKEW
31.6
1.53
SUM
1.1M
5,483
255
DAYS_PAST_DUE_mean_all
VALUES:
29,012
(95%)
167
(97%)
MISSING:
1,567
(5%)
6
(3%)
DISTINCT:
13,872
(45%)
159
(92%)
ZEROES:
59
(<1%)
---
MAX
156
31
95%
28
21
Q3
15
10
AVG
11
7
MEDIAN
10
6
Q1
6
3
5%
2
-3
MIN
-1,378
-17
RANGE
1,535
48.3
IQR
8.99
6.26
STD
15.8
7.02
VAR
250
49.2
KURT.
3,001
2.83
SKEW
-39.4
0.364
SUM
324k
1,140
256
payment_ratio_min_first_five
VALUES:
28,919
(95%)
167
(97%)
MISSING:
1,660
(5%)
6
(3%)
DISTINCT:
4,158
(14%)
52
(30%)
ZEROES:
---
---
MAX
1.99
1.24
95%
1.00
1.00
Q3
1.00
1.00
MEDIAN
1.00
1.00
AVG
0.91
0.85
Q1
1.00
0.71
5%
0.50
0.50
MIN
0.00
0.00
RANGE
1.99
1.24
IQR
0.00
0.286
STD
0.214
0.230
VAR
0.046
0.053
KURT.
6.36
3.69
SKEW
-2.27
-1.78
SUM
26,185
141
257
payment_ratio_mean_first_five
VALUES:
28,919
(95%)
167
(97%)
MISSING:
1,660
(5%)
6
(3%)
DISTINCT:
8,826
(29%)
82
(47%)
ZEROES:
---
---
MAX
4,672
2
95%
1
1
Q3
1
1
AVG
1
1
MEDIAN
1
1
Q1
1
1
5%
1
1
MIN
0
1
RANGE
4,672
1.22
IQR
0.00
0.063
STD
27.8
0.144
VAR
771
0.021
KURT.
27,725
17.7
SKEW
165
3.09
SUM
35,158
163
258
DAYS_PAST_DUE_min_first_five
VALUES:
28,920
(95%)
167
(97%)
MISSING:
1,659
(5%)
6
(3%)
DISTINCT:
128
(<1%)
47
(27%)
ZEROES:
5,932
(19%)
31
(18%)
MAX
70
30
95%
15
9
Q3
6
0
MEDIAN
0
-2
AVG
-0
-5
Q1
-2
-10
5%
-21
-27
MIN
-1,453
-62
RANGE
1,523
92.0
IQR
8.00
10.0
STD
25.7
11.8
VAR
659
140
KURT.
1,813
3.68
SKEW
-37.5
-1.08
SUM
-7,895
-842
259
DAYS_PAST_DUE_max_first_five
VALUES:
28,920
(95%)
167
(97%)
MISSING:
1,659
(5%)
6
(3%)
DISTINCT:
167
(<1%)
57
(33%)
ZEROES:
105
(<1%)
---
MAX
1,013
107
95%
71
61
Q3
37
33
AVG
31
27
MEDIAN
27
25
Q1
17
15
5%
9
5
MIN
-15
1
RANGE
1,028
106
IQR
20.0
18.0
STD
22.1
18.3
VAR
489
335
KURT.
194
3.44
SKEW
6.77
1.54
SUM
889k
4,565
260
DAYS_PAST_DUE_mean_first_five
VALUES:
28,920
(95%)
167
(97%)
MISSING:
1,659
(5%)
6
(3%)
DISTINCT:
6,200
(20%)
142
(82%)
ZEROES:
101
(<1%)
---
MAX
258
34
95%
28
20
Q3
16
11
AVG
13
9
MEDIAN
11
7
Q1
7
5
5%
3
0
MIN
-282
-6
RANGE
540
40.2
IQR
8.75
5.94
STD
8.95
6.48
VAR
80.1
42.0
KURT.
82.6
2.97
SKEW
0.792
1.25
SUM
363k
1,449
261
payment_ratio_last
VALUES:
29,011
(95%)
167
(97%)
MISSING:
1,568
(5%)
6
(3%)
DISTINCT:
7,051
(23%)
87
(50%)
ZEROES:
---
---
MAX
2.00
1.68
95%
1.00
1.00
Q3
1.00
1.00
MEDIAN
1.00
1.00
AVG
0.99
0.92
Q1
1.00
0.85
5%
0.77
0.67
MIN
0.00
0.55
RANGE
2.00
1.13
IQR
0.00
0.150
STD
0.140
0.136
VAR
0.020
0.018
KURT.
15.5
5.99
SKEW
2.25
0.576
SUM
28,633
154
262
DAYS_PAST_DUE_last
VALUES:
29,012
(95%)
167
(97%)
MISSING:
1,567
(5%)
6
(3%)
DISTINCT:
304
(<1%)
51
(29%)
ZEROES:
3,997
(13%)
25
(14%)
MAX
231
62
95%
28
28
Q3
16
12
AVG
8
4
MEDIAN
8
3
Q1
1
0
5%
-2
-18
MIN
-2,882
-78
RANGE
3,113
140
IQR
15.0
12.0
STD
44.0
17.7
VAR
1,937
312
KURT.
1,742
7.54
SKEW
-35.6
-1.53
SUM
241k
657
263
min_cnt_instalment
VALUES:
28,805
(94%)
166
(96%)
MISSING:
1,774
(6%)
7
(4%)
DISTINCT:
40
(<1%)
23
(13%)
ZEROES:
---
---
MAX
60.0
54.0
95%
18.0
24.0
Q3
10.0
12.0
AVG
7.8
9.9
MEDIAN
6.0
8.0
Q1
4.0
6.0
5%
2.0
2.0
MIN
1.0
1.0
RANGE
59.0
53.0
IQR
6.00
6.00
STD
5.64
7.67
VAR
31.8
58.8
KURT.
14.2
9.69
SKEW
2.75
2.48
SUM
224k
1,649
264
max_cnt_instalment
VALUES:
28,805
(94%)
166
(96%)
MISSING:
1,774
(6%)
7
(4%)
DISTINCT:
48
(<1%)
19
(11%)
ZEROES:
---
---
MAX
77.0
60.0
95%
48.0
48.0
Q3
24.0
30.0
AVG
20.4
22.3
MEDIAN
12.0
18.0
Q1
12.0
12.0
5%
6.0
6.0
MIN
1.0
4.0
RANGE
76.0
56.0
IQR
12.0
18.0
STD
13.9
15.4
VAR
194
236
KURT.
1.02
-0.240
SKEW
1.32
0.894
SUM
588k
3,701
265
mean_cnt_instalment
VALUES:
28,805
(94%)
166
(96%)
MISSING:
1,774
(6%)
7
(4%)
DISTINCT:
9,848
(32%)
103
(60%)
ZEROES:
---
---
MAX
62.7
54.0
95%
30.2
34.5
Q3
18.5
22.2
AVG
14.6
16.4
MEDIAN
12.0
13.6
Q1
9.6
10.0
5%
6.0
6.0
MIN
1.0
4.0
RANGE
61.7
50.0
IQR
8.89
12.2
STD
7.94
9.19
VAR
63.0
84.4
KURT.
3.21
1.69
SKEW
1.52
1.15
SUM
422k
2,725
266
last_cnt_instalment
VALUES:
28,805
(94%)
166
(96%)
MISSING:
1,774
(6%)
7
(4%)
DISTINCT:
47
(<1%)
21
(12%)
ZEROES:
---
---
MAX
72.0
60.0
95%
36.0
36.0
Q3
14.0
24.0
AVG
13.6
16.2
MEDIAN
12.0
12.0
Q1
6.0
7.2
5%
4.0
4.0
MIN
1.0
1.0
RANGE
71.0
59.0
IQR
8.00
16.8
STD
10.3
12.1
VAR
106
148
KURT.
5.58
1.86
SKEW
2.19
1.48
SUM
393k
2,691
267
last_cnt_instalment_future
VALUES:
28,805
(94%)
166
(96%)
MISSING:
1,774
(6%)
7
(4%)
DISTINCT:
62
(<1%)
39
(23%)
ZEROES:
4,815
(16%)
27
(16%)
MAX
69.0
58.0
95%
30.0
34.0
Q3
11.0
15.0
AVG
8.5
11.0
MEDIAN
6.0
8.0
Q1
2.0
2.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
69.0
58.0
IQR
9.00
13.0
STD
10.1
12.2
VAR
103
148
KURT.
6.58
2.45
SKEW
2.35
1.60
SUM
245k
1,834
268
last_month_balance
VALUES:
28,809
(94%)
166
(96%)
MISSING:
1,770
(6%)
7
(4%)
DISTINCT:
96
(<1%)
59
(34%)
ZEROES:
---
---
MAX
96.0
92.0
95%
86.0
76.8
Q3
50.0
33.0
AVG
31.6
25.7
MEDIAN
22.0
18.5
Q1
9.0
7.2
5%
2.0
3.0
MIN
1.0
2.0
RANGE
95.0
90.0
IQR
41.0
25.8
STD
27.3
22.6
VAR
744
509
KURT.
-0.540
0.498
SKEW
0.825
1.19
SUM
911k
4,266
269
unique_sk_id_prev_count
VALUES:
28,809
(94%)
166
(96%)
MISSING:
1,770
(6%)
7
(4%)
DISTINCT:
18
(<1%)
9
(5%)
ZEROES:
---
---
MAX
20.0
10.0
95%
7.0
5.0
Q3
4.0
2.0
AVG
2.8
2.0
MEDIAN
2.0
1.0
Q1
1.0
1.0
5%
1.0
1.0
MIN
1.0
1.0
RANGE
19.0
9.00
IQR
3.00
1.00
STD
1.95
1.60
VAR
3.80
2.56
KURT.
4.07
5.89
SKEW
1.69
2.26
SUM
79,697
331
SK_ID_CURR
MISSING:
---
---
MOST FREQUENT VALUES
242106
1
<0.1%
0
0.0%
231825
1
<0.1%
0
0.0%
209064
1
<0.1%
0
0.0%
299928
1
<0.1%
0
0.0%
182098
1
<0.1%
0
0.0%
173201
1
<0.1%
0
0.0%
346949
1
<0.1%
0
0.0%
111236
1
<0.1%
0
0.0%
374240
1
<0.1%
0
0.0%
250605
1
<0.1%
0
0.0%
354835
1
<0.1%
0
0.0%
189748
1
<0.1%
0
0.0%
228037
1
<0.1%
0
0.0%
221574
1
<0.1%
0
0.0%
135006
1
<0.1%
0
0.0%
SMALLEST VALUES
100015
1
<0.1%
0
0.0%
100045
1
<0.1%
0
0.0%
100046
1
<0.1%
0
0.0%
100054
1
<0.1%
0
0.0%
100071
1
<0.1%
0
0.0%
100084
1
<0.1%
0
0.0%
100087
1
<0.1%
0
0.0%
100093
1
<0.1%
0
0.0%
100101
1
<0.1%
0
0.0%
100102
1
<0.1%
0
0.0%
100118
1
<0.1%
0
0.0%
100155
1
<0.1%
0
0.0%
100162
1
<0.1%
0
0.0%
100173
1
<0.1%
0
0.0%
100190
1
<0.1%
0
0.0%
LARGEST VALUES
456244
1
<0.1%
0
0.0%
456230
1
<0.1%
0
0.0%
456208
1
<0.1%
0
0.0%
456199
1
<0.1%
0
0.0%
456194
1
<0.1%
0
0.0%
456173
1
<0.1%
0
0.0%
456155
1
<0.1%
0
0.0%
456126
1
<0.1%
0
0.0%
456125
1
<0.1%
0
0.0%
456099
1
<0.1%
0
0.0%
456098
1
<0.1%
0
0.0%
456094
1
<0.1%
0
0.0%
456089
1
<0.1%
0
0.0%
456083
1
<0.1%
0
0.0%
456080
1
<0.1%
0
0.0%
CNT_CHILDREN
MISSING:
---
---
TOP CATEGORIES
0
21,447
70%
104
60%
1
5,971
20%
45
26%
2
2,728
9%
20
12%
3
378
1%
3
2%
4
47
<1%
1
<1%
5
7
<1%
0
0%
12
1
<1%
0
0%
ALL
30,579
100%
173
100%
AMT_INCOME_TOTAL
MISSING:
---
---
MOST FREQUENT VALUES
135000.0
3,498
11.4%
19
11.0%
112500.0
3,083
10.1%
20
11.6%
157500.0
2,548
8.3%
14
8.1%
180000.0
2,516
8.2%
14
8.1%
90000.0
2,268
7.4%
12
6.9%
225000.0
2,103
6.9%
9
5.2%
202500.0
1,565
5.1%
4
2.3%
270000.0
1,087
3.6%
2
1.2%
67500.0
1,084
3.5%
5
2.9%
315000.0
605
2.0%
2
1.2%
81000.0
597
2.0%
7
4.0%
247500.0
505
1.7%
6
3.5%
126000.0
484
1.6%
4
2.3%
360000.0
388
1.3%
1
0.6%
121500.0
378
1.2%
2
1.2%
SMALLEST VALUES
25650.0
1
<0.1%
0
0.0%
26550.0
1
<0.1%
0
0.0%
27000.0
11
<0.1%
0
0.0%
28350.0
1
<0.1%
0
0.0%
28800.0
1
<0.1%
0
0.0%
29133.0
1
<0.1%
0
0.0%
29250.0
6
<0.1%
0
0.0%
31500.0
19
<0.1%
1
0.6%
31950.0
1
<0.1%
0
0.0%
31990.5
1
<0.1%
0
0.0%
32139.0
1
<0.1%
0
0.0%
32400.0
2
<0.1%
0
0.0%
33750.0
8
<0.1%
0
0.0%
34650.0
2
<0.1%
0
0.0%
35046.0
1
<0.1%
0
0.0%
LARGEST VALUES
13500000.0
1
<0.1%
0
0.0%
4500000.0
1
<0.1%
0
0.0%
2250000.0
1
<0.1%
0
0.0%
1800000.0
1
<0.1%
0
0.0%
1575000.0
1
<0.1%
0
0.0%
1350000.0
4
<0.1%
0
0.0%
1305000.0
1
<0.1%
0
0.0%
1260000.0
1
<0.1%
0
0.0%
1125000.0
8
<0.1%
0
0.0%
1053333.0
1
<0.1%
0
0.0%
1035000.0
1
<0.1%
0
0.0%
1012500.0
1
<0.1%
0
0.0%
945000.0
1
<0.1%
0
0.0%
900000.0
12
<0.1%
0
0.0%
855000.0
2
<0.1%
0
0.0%
AMT_CREDIT
MISSING:
---
---
MOST FREQUENT VALUES
450000.0
939
3.1%
4
2.3%
675000.0
872
2.9%
1
0.6%
225000.0
818
2.7%
3
1.7%
180000.0
720
2.4%
0
0.0%
270000.0
705
2.3%
0
0.0%
900000.0
610
2.0%
2
1.2%
254700.0
476
1.6%
3
1.7%
545040.0
440
1.4%
17
9.8%
808650.0
399
1.3%
2
1.2%
135000.0
378
1.2%
1
0.6%
755190.0
359
1.2%
0
0.0%
1125000.0
350
1.1%
0
0.0%
521280.0
333
1.1%
5
2.9%
1078200.0
290
0.9%
0
0.0%
454500.0
285
0.9%
0
0.0%
SMALLEST VALUES
45000.0
24
<0.1%
0
0.0%
47970.0
22
<0.1%
0
0.0%
49455.0
2
<0.1%
0
0.0%
49500.0
2
<0.1%
0
0.0%
49752.0
9
<0.1%
0
0.0%
50940.0
44
0.1%
0
0.0%
52128.0
17
<0.1%
0
0.0%
52767.0
2
<0.1%
0
0.0%
53910.0
6
<0.1%
0
0.0%
54000.0
5
<0.1%
0
0.0%
56034.0
8
<0.1%
0
0.0%
56880.0
4
<0.1%
0
0.0%
57339.0
2
<0.1%
0
0.0%
57564.0
3
<0.1%
0
0.0%
58500.0
2
<0.1%
0
0.0%
LARGEST VALUES
3956274.0
1
<0.1%
0
0.0%
3375000.0
1
<0.1%
0
0.0%
3150000.0
1
<0.1%
0
0.0%
2961000.0
1
<0.1%
0
0.0%
2931660.0
1
<0.1%
0
0.0%
2700000.0
1
<0.1%
0
0.0%
2695500.0
4
<0.1%
0
0.0%
2517300.0
28
<0.1%
0
0.0%
2466954.0
1
<0.1%
0
0.0%
2463840.0
2
<0.1%
0
0.0%
2447937.0
1
<0.1%
0
0.0%
2428200.0
1
<0.1%
0
0.0%
2416608.0
1
<0.1%
0
0.0%
2410380.0
5
<0.1%
0
0.0%
2392677.0
1
<0.1%
0
0.0%
AMT_ANNUITY
MISSING:
---
---
MOST FREQUENT VALUES
9000.0
625
2.0%
0
0.0%
13500.0
541
1.8%
0
0.0%
6750.0
228
0.7%
1
0.6%
10125.0
186
0.6%
1
0.6%
20250.0
159
0.5%
1
0.6%
37800.0
151
0.5%
1
0.6%
26217.0
148
0.5%
2
1.2%
12375.0
148
0.5%
0
0.0%
16875.0
144
0.5%
0
0.0%
11250.0
135
0.4%
0
0.0%
31653.0
133
0.4%
0
0.0%
36459.0
130
0.4%
0
0.0%
26640.0
126
0.4%
6
3.5%
22500.0
117
0.4%
0
0.0%
26446.5
111
0.4%
0
0.0%
SMALLEST VALUES
2785.5
1
<0.1%
0
0.0%
2857.5
1
<0.1%
0
0.0%
3006.0
1
<0.1%
0
0.0%
3051.0
1
<0.1%
0
0.0%
3136.5
1
<0.1%
0
0.0%
3208.5
1
<0.1%
0
0.0%
3262.5
1
<0.1%
0
0.0%
3321.0
1
<0.1%
0
0.0%
3375.0
1
<0.1%
0
0.0%
3393.0
1
<0.1%
0
0.0%
3442.5
1
<0.1%
0
0.0%
3474.0
1
<0.1%
0
0.0%
3523.5
2
<0.1%
0
0.0%
3532.5
1
<0.1%
0
0.0%
3555.0
1
<0.1%
0
0.0%
LARGEST VALUES
225000.0
3
<0.1%
0
0.0%
197230.5
1
<0.1%
0
0.0%
177826.5
1
<0.1%
0
0.0%
150489.0
1
<0.1%
0
0.0%
131535.0
1
<0.1%
0
0.0%
130945.5
1
<0.1%
0
0.0%
128182.5
1
<0.1%
0
0.0%
126643.5
1
<0.1%
0
0.0%
126355.5
1
<0.1%
0
0.0%
126175.5
1
<0.1%
0
0.0%
125343.0
1
<0.1%
0
0.0%
123763.5
1
<0.1%
0
0.0%
123480.0
1
<0.1%
0
0.0%
119862.0
1
<0.1%
0
0.0%
115803.0
2
<0.1%
0
0.0%
AMT_GOODS_PRICE
MISSING:
20
(<1%)
---
MOST FREQUENT VALUES
450000.0
2,570
8.4%
45
26.0%
675000.0
2,477
8.1%
7
4.0%
225000.0
2,453
8.0%
25
14.5%
900000.0
1,554
5.1%
4
2.3%
270000.0
1,095
3.6%
6
3.5%
180000.0
1,013
3.3%
2
1.2%
454500.0
919
3.0%
1
0.6%
1125000.0
877
2.9%
1
0.6%
135000.0
812
2.7%
5
2.9%
315000.0
523
1.7%
6
3.5%
1350000.0
484
1.6%
0
0.0%
360000.0
482
1.6%
6
3.5%
247500.0
471
1.5%
2
1.2%
679500.0
460
1.5%
0
0.0%
238500.0
422
1.4%
1
0.6%
SMALLEST VALUES
45000.0
133
0.4%
0
0.0%
49500.0
19
<0.1%
0
0.0%
54000.0
34
0.1%
0
0.0%
58500.0
38
0.1%
0
0.0%
60070.5
1
<0.1%
0
0.0%
63000.0
11
<0.1%
0
0.0%
67500.0
154
0.5%
0
0.0%
72000.0
22
<0.1%
0
0.0%
76500.0
31
0.1%
0
0.0%
81000.0
36
0.1%
0
0.0%
84028.5
1
<0.1%
0
0.0%
85500.0
10
<0.1%
0
0.0%
90000.0
310
1.0%
1
0.6%
94500.0
40
0.1%
0
0.0%
99000.0
47
0.2%
1
0.6%
LARGEST VALUES
3825000.0
1
<0.1%
0
0.0%
3375000.0
1
<0.1%
0
0.0%
3150000.0
1
<0.1%
0
0.0%
2961000.0
1
<0.1%
0
0.0%
2700000.0
2
<0.1%
0
0.0%
2254500.0
2
<0.1%
0
0.0%
2250000.0
81
0.3%
0
0.0%
2245500.0
1
<0.1%
0
0.0%
2205000.0
3
<0.1%
0
0.0%
2196000.0
1
<0.1%
0
0.0%
2182500.0
1
<0.1%
0
0.0%
2173500.0
1
<0.1%
0
0.0%
2160000.0
1
<0.1%
0
0.0%
2142000.0
1
<0.1%
0
0.0%
2137500.0
1
<0.1%
0
0.0%
REGION_POPULATION_RELATIVE
MISSING:
---
---
MOST FREQUENT VALUES
0.035792
1,633
5.3%
6
3.5%
0.04622
1,354
4.4%
1
0.6%
0.025164
1,216
4.0%
9
5.2%
0.026392
1,191
3.9%
2
1.2%
0.030755
1,182
3.9%
4
2.3%
0.031329
1,151
3.8%
7
4.0%
0.028663
1,109
3.6%
5
2.9%
0.019101
864
2.8%
3
1.7%
0.020713
822
2.7%
10
5.8%
0.072508
821
2.7%
0
0.0%
0.01885
733
2.4%
3
1.7%
0.020246
725
2.4%
12
6.9%
0.015221
708
2.3%
1
0.6%
0.022625
705
2.3%
5
2.9%
0.032561
687
2.2%
1
0.6%
SMALLEST VALUES
0.000533
2
<0.1%
0
0.0%
0.000938
4
<0.1%
0
0.0%
0.001276
38
0.1%
0
0.0%
0.001333
23
<0.1%
1
0.6%
0.001417
26
<0.1%
3
1.7%
0.002042
157
0.5%
6
3.5%
0.002134
99
0.3%
5
2.9%
0.002506
83
0.3%
1
0.6%
0.003069
182
0.6%
0
0.0%
0.0031219999999999
94
0.3%
1
0.6%
0.0035409999999999
57
0.2%
0
0.0%
0.003813
147
0.5%
1
0.6%
0.0038179999999999
119
0.4%
0
0.0%
0.004849
117
0.4%
2
1.2%
0.00496
324
1.1%
1
0.6%
LARGEST VALUES
0.072508
821
2.7%
0
0.0%
0.04622
1,354
4.4%
1
0.6%
0.035792
1,633
5.3%
6
3.5%
0.032561
687
2.2%
1
0.6%
0.031329
1,151
3.8%
7
4.0%
0.030755
1,182
3.9%
4
2.3%
0.028663
1,109
3.6%
5
2.9%
0.026392
1,191
3.9%
2
1.2%
0.025164
1,216
4.0%
9
5.2%
0.02461
627
2.1%
1
0.6%
0.0228
385
1.3%
2
1.2%
0.022625
705
2.3%
5
2.9%
0.020713
822
2.7%
10
5.8%
0.020246
725
2.4%
12
6.9%
0.0196889999999999
634
2.1%
3
1.7%
AGE
MISSING:
---
---
MOST FREQUENT VALUES
43.2
19
<0.1%
0
0.0%
27.33
18
<0.1%
0
0.0%
40.48
18
<0.1%
0
0.0%
30.58
18
<0.1%
0
0.0%
30.84
18
<0.1%
0
0.0%
38.25
17
<0.1%
0
0.0%
59.59
17
<0.1%
0
0.0%
50.33
17
<0.1%
0
0.0%
38.21
17
<0.1%
0
0.0%
36.28
17
<0.1%
0
0.0%
33.07
16
<0.1%
0
0.0%
38.44
16
<0.1%
0
0.0%
39.69
16
<0.1%
0
0.0%
57.69
16
<0.1%
0
0.0%
30.43
16
<0.1%
0
0.0%
SMALLEST VALUES
21.05
2
<0.1%
0
0.0%
21.06
1
<0.1%
0
0.0%
21.07
1
<0.1%
0
0.0%
21.08
3
<0.1%
0
0.0%
21.1
1
<0.1%
0
0.0%
21.11
1
<0.1%
0
0.0%
21.13
3
<0.1%
0
0.0%
21.14
6
<0.1%
0
0.0%
21.15
1
<0.1%
0
0.0%
21.16
1
<0.1%
0
0.0%
21.17
1
<0.1%
0
0.0%
21.18
1
<0.1%
0
0.0%
21.19
2
<0.1%
0
0.0%
21.2
3
<0.1%
0
0.0%
21.21
1
<0.1%
0
0.0%
LARGEST VALUES
68.97
1
<0.1%
0
0.0%
68.96
1
<0.1%
0
0.0%
68.93
1
<0.1%
0
0.0%
68.91
1
<0.1%
0
0.0%
68.89
1
<0.1%
0
0.0%
68.86
1
<0.1%
0
0.0%
68.84
1
<0.1%
0
0.0%
68.78
2
<0.1%
0
0.0%
68.77
1
<0.1%
0
0.0%
68.76
1
<0.1%
0
0.0%
68.74
1
<0.1%
0
0.0%
68.73
1
<0.1%
0
0.0%
68.69
1
<0.1%
0
0.0%
68.68
1
<0.1%
0
0.0%
68.67
3
<0.1%
0
0.0%
DAYS_EMPLOYED
MISSING:
5,641
(18%)
7
(4%)
MOST FREQUENT VALUES
213.0
22
<0.1%
0
0.0%
1722.0
21
<0.1%
0
0.0%
757.0
20
<0.1%
0
0.0%
106.0
19
<0.1%
0
0.0%
230.0
19
<0.1%
3
1.8%
161.0
19
<0.1%
0
0.0%
193.0
18
<0.1%
0
0.0%
200.0
18
<0.1%
0
0.0%
108.0
18
<0.1%
0
0.0%
644.0
18
<0.1%
0
0.0%
180.0
18
<0.1%
0
0.0%
867.0
17
<0.1%
0
0.0%
118.0
17
<0.1%
1
0.6%
188.0
17
<0.1%
0
0.0%
231.0
17
<0.1%
1
0.6%
SMALLEST VALUES
4.0
1
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
26.0
2
<0.1%
0
0.0%
28.0
1
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
35.0
1
<0.1%
0
0.0%
37.0
2
<0.1%
0
0.0%
39.0
1
<0.1%
0
0.0%
42.0
1
<0.1%
0
0.0%
43.0
3
<0.1%
0
0.0%
47.0
1
<0.1%
0
0.0%
LARGEST VALUES
17531.0
1
<0.1%
0
0.0%
17170.0
1
<0.1%
0
0.0%
16852.0
1
<0.1%
0
0.0%
16538.0
1
<0.1%
0
0.0%
16492.0
1
<0.1%
0
0.0%
16365.0
1
<0.1%
0
0.0%
16314.0
1
<0.1%
0
0.0%
16310.0
1
<0.1%
0
0.0%
15890.0
1
<0.1%
0
0.0%
15713.0
1
<0.1%
0
0.0%
15661.0
1
<0.1%
0
0.0%
15625.0
1
<0.1%
0
0.0%
15543.0
1
<0.1%
0
0.0%
15524.0
1
<0.1%
0
0.0%
15516.0
1
<0.1%
0
0.0%
DAYS_REGISTRATION
MISSING:
---
---
MOST FREQUENT VALUES
4.0
13
<0.1%
0
0.0%
14.0
13
<0.1%
0
0.0%
1.0
13
<0.1%
0
0.0%
812.0
12
<0.1%
0
0.0%
736.0
12
<0.1%
0
0.0%
715.0
12
<0.1%
0
0.0%
882.0
11
<0.1%
0
0.0%
5235.0
11
<0.1%
0
0.0%
486.0
11
<0.1%
0
0.0%
5.0
11
<0.1%
0
0.0%
1068.0
11
<0.1%
0
0.0%
0.0
11
<0.1%
1
0.6%
4382.0
11
<0.1%
0
0.0%
34.0
11
<0.1%
0
0.0%
532.0
11
<0.1%
0
0.0%
SMALLEST VALUES
0.0
11
<0.1%
1
0.6%
1.0
13
<0.1%
0
0.0%
2.0
10
<0.1%
0
0.0%
3.0
5
<0.1%
0
0.0%
4.0
13
<0.1%
0
0.0%
5.0
11
<0.1%
0
0.0%
6.0
9
<0.1%
0
0.0%
7.0
5
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
8
<0.1%
0
0.0%
10.0
8
<0.1%
0
0.0%
11.0
4
<0.1%
0
0.0%
12.0
6
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
14.0
13
<0.1%
0
0.0%
LARGEST VALUES
19370.0
1
<0.1%
0
0.0%
18926.0
1
<0.1%
0
0.0%
18660.0
1
<0.1%
0
0.0%
18350.0
1
<0.1%
0
0.0%
17879.0
1
<0.1%
0
0.0%
17783.0
1
<0.1%
0
0.0%
17536.0
1
<0.1%
0
0.0%
17501.0
1
<0.1%
0
0.0%
17442.0
1
<0.1%
0
0.0%
17358.0
1
<0.1%
0
0.0%
17333.0
1
<0.1%
0
0.0%
17252.0
1
<0.1%
0
0.0%
17247.0
1
<0.1%
0
0.0%
17077.0
1
<0.1%
0
0.0%
17076.0
1
<0.1%
0
0.0%
DAYS_ID_PUBLISH
MISSING:
---
---
MOST FREQUENT VALUES
4164
23
<0.1%
0
0.0%
4095
22
<0.1%
0
0.0%
4214
22
<0.1%
0
0.0%
4073
21
<0.1%
0
0.0%
4248
21
<0.1%
0
0.0%
4166
21
<0.1%
0
0.0%
4474
21
<0.1%
0
0.0%
4039
21
<0.1%
0
0.0%
4080
21
<0.1%
0
0.0%
4549
20
<0.1%
0
0.0%
4032
20
<0.1%
0
0.0%
4096
20
<0.1%
0
0.0%
4104
20
<0.1%
0
0.0%
4053
20
<0.1%
0
0.0%
4502
19
<0.1%
0
0.0%
SMALLEST VALUES
0
2
<0.1%
0
0.0%
1
11
<0.1%
0
0.0%
2
6
<0.1%
0
0.0%
3
4
<0.1%
1
0.6%
4
4
<0.1%
0
0.0%
5
8
<0.1%
0
0.0%
6
9
<0.1%
0
0.0%
7
12
<0.1%
0
0.0%
8
9
<0.1%
1
0.6%
9
10
<0.1%
0
0.0%
10
6
<0.1%
0
0.0%
11
6
<0.1%
0
0.0%
12
8
<0.1%
0
0.0%
13
8
<0.1%
0
0.0%
14
9
<0.1%
0
0.0%
LARGEST VALUES
6235
1
<0.1%
0
0.0%
6220
1
<0.1%
0
0.0%
6207
1
<0.1%
0
0.0%
6195
1
<0.1%
0
0.0%
6165
1
<0.1%
0
0.0%
6155
1
<0.1%
0
0.0%
6154
1
<0.1%
0
0.0%
6146
1
<0.1%
0
0.0%
6140
1
<0.1%
0
0.0%
6124
1
<0.1%
0
0.0%
6085
1
<0.1%
0
0.0%
6083
1
<0.1%
0
0.0%
6081
3
<0.1%
0
0.0%
6076
1
<0.1%
0
0.0%
6071
2
<0.1%
0
0.0%
FLAG_EMP_PHONE
MISSING:
---
---
TOP CATEGORIES
1
24,938
82%
166
96%
0
5,641
18%
7
4%
ALL
30,579
100%
173
100%
FLAG_WORK_PHONE
MISSING:
---
---
TOP CATEGORIES
0
24,587
80%
118
68%
1
5,992
20%
55
32%
ALL
30,579
100%
173
100%
FLAG_PHONE
MISSING:
---
---
TOP CATEGORIES
0
21,976
72%
137
79%
1
8,603
28%
36
21%
ALL
30,579
100%
173
100%
CNT_FAM_MEMBERS
MISSING:
---
---
TOP CATEGORIES
2.0
15,856
52%
75
43%
1.0
6,672
22%
40
23%
3.0
5,113
17%
36
21%
4.0
2,535
8%
18
10%
5.0
350
1%
3
2%
6.0
45
<1%
1
<1%
7.0
7
<1%
0
0%
14.0
1
<1%
0
0%
ALL
30,579
100%
173
100%
REGION_RATING_CLIENT
MISSING:
---
---
TOP CATEGORIES
2
22,561
74%
101
58%
3
4,822
16%
70
40%
1
3,196
10%
2
1%
ALL
30,579
100%
173
100%
REGION_RATING_CLIENT_W_CITY
MISSING:
---
---
TOP CATEGORIES
2
22,819
75%
107
62%
3
4,380
14%
63
36%
1
3,380
11%
3
2%
ALL
30,579
100%
173
100%
HOUR_APPR_PROCESS_START
MISSING:
---
---
MOST FREQUENT VALUES
11
3,758
12.3%
21
12.1%
10
3,672
12.0%
22
12.7%
12
3,411
11.2%
19
11.0%
13
3,079
10.1%
14
8.1%
14
2,716
8.9%
14
8.1%
9
2,667
8.7%
15
8.7%
15
2,442
8.0%
8
4.6%
16
2,080
6.8%
13
7.5%
8
1,499
4.9%
13
7.5%
17
1,482
4.8%
2
1.2%
18
974
3.2%
6
3.5%
7
938
3.1%
7
4.0%
6
544
1.8%
6
3.5%
19
389
1.3%
3
1.7%
5
373
1.2%
6
3.5%
SMALLEST VALUES
0
8
<0.1%
0
0.0%
1
9
<0.1%
0
0.0%
2
32
0.1%
0
0.0%
3
111
0.4%
0
0.0%
4
223
0.7%
3
1.7%
5
373
1.2%
6
3.5%
6
544
1.8%
6
3.5%
7
938
3.1%
7
4.0%
8
1,499
4.9%
13
7.5%
9
2,667
8.7%
15
8.7%
10
3,672
12.0%
22
12.7%
11
3,758
12.3%
21
12.1%
12
3,411
11.2%
19
11.0%
13
3,079
10.1%
14
8.1%
14
2,716
8.9%
14
8.1%
LARGEST VALUES
23
2
<0.1%
0
0.0%
22
17
<0.1%
0
0.0%
21
40
0.1%
1
0.6%
20
113
0.4%
0
0.0%
19
389
1.3%
3
1.7%
18
974
3.2%
6
3.5%
17
1,482
4.8%
2
1.2%
16
2,080
6.8%
13
7.5%
15
2,442
8.0%
8
4.6%
14
2,716
8.9%
14
8.1%
13
3,079
10.1%
14
8.1%
12
3,411
11.2%
19
11.0%
11
3,758
12.3%
21
12.1%
10
3,672
12.0%
22
12.7%
9
2,667
8.7%
15
8.7%
REG_CITY_NOT_WORK_CITY
MISSING:
---
---
TOP CATEGORIES
0
23,700
78%
94
54%
1
6,879
22%
79
46%
ALL
30,579
100%
173
100%
LIVE_CITY_NOT_WORK_CITY
MISSING:
---
---
TOP CATEGORIES
0
25,260
83%
113
65%
1
5,319
17%
60
35%
ALL
30,579
100%
173
100%
EXT_SOURCE_1
MISSING:
17,322
(57%)
127
(73%)
MOST FREQUENT VALUES
0.4911067890472685
3
<0.1%
0
0.0%
0.6538258872684135
3
<0.1%
0
0.0%
0.7807732819562071
3
<0.1%
0
0.0%
0.6598886080877682
3
<0.1%
0
0.0%
0.5402041194335239
3
<0.1%
0
0.0%
0.6487609201901311
2
<0.1%
0
0.0%
0.6288751501798799
2
<0.1%
0
0.0%
0.5398550009586445
2
<0.1%
0
0.0%
0.4444164064002089
2
<0.1%
0
0.0%
0.2585757175165219
2
<0.1%
0
0.0%
0.7452567714122054
2
<0.1%
0
0.0%
0.770245587269624
2
<0.1%
0
0.0%
0.3988653413573754
2
<0.1%
0
0.0%
0.6312260307622581
2
<0.1%
0
0.0%
0.34969078254292
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0231976445769591
1
<0.1%
0
0.0%
0.0236006190508335
1
<0.1%
0
0.0%
0.0238452627466294
1
<0.1%
0
0.0%
0.0261232133026833
1
<0.1%
0
0.0%
0.0264328515765393
1
<0.1%
0
0.0%
0.0310190408419821
1
<0.1%
0
0.0%
0.0342961648855067
1
<0.1%
0
0.0%
0.0372820148205221
1
<0.1%
0
0.0%
0.037943058886647
1
<0.1%
0
0.0%
0.0407457010484415
1
<0.1%
0
0.0%
0.0438959498571207
1
<0.1%
0
0.0%
0.0441246729952975
1
<0.1%
0
0.0%
0.0442486183372674
1
<0.1%
0
0.0%
0.0448919087588588
1
<0.1%
0
0.0%
0.0454239859239901
1
<0.1%
0
0.0%
LARGEST VALUES
0.962692770561306
1
<0.1%
0
0.0%
0.9457412877832904
1
<0.1%
0
0.0%
0.9419858745171088
1
<0.1%
0
0.0%
0.9404215890393192
1
<0.1%
0
0.0%
0.938203179961428
1
<0.1%
0
0.0%
0.9367074744522612
1
<0.1%
0
0.0%
0.9322554882092416
1
<0.1%
0
0.0%
0.9306521481346888
1
<0.1%
0
0.0%
0.9293940497360766
1
<0.1%
0
0.0%
0.927850233127858
1
<0.1%
0
0.0%
0.92648272298452
1
<0.1%
0
0.0%
0.92595294895661
1
<0.1%
0
0.0%
0.9249841184007678
1
<0.1%
0
0.0%
0.9234387430527614
1
<0.1%
0
0.0%
0.9221699323963762
1
<0.1%
0
0.0%
EXT_SOURCE_2
MISSING:
60
(<1%)
1
(<1%)
MOST FREQUENT VALUES
0.2858978721410488
84
0.3%
0
0.0%
0.2622583692422573
43
0.1%
0
0.0%
0.2653117484731741
37
0.1%
0
0.0%
0.2631435910213423
30
<0.1%
0
0.0%
0.1621921059592286
30
<0.1%
0
0.0%
0.162144567666238
28
<0.1%
1
0.6%
0.2652563401861944
28
<0.1%
0
0.0%
0.1596792335026377
28
<0.1%
2
1.2%
0.2665197753925157
24
<0.1%
0
0.0%
0.2453495532540649
23
<0.1%
0
0.0%
0.1604053214783667
23
<0.1%
0
0.0%
0.1923160541736026
20
<0.1%
0
0.0%
0.1915258625230554
15
<0.1%
0
0.0%
0.1942664499695638
15
<0.1%
0
0.0%
0.1631870354642708
15
<0.1%
0
0.0%
SMALLEST VALUES
1.0310782136218707e-05
1
<0.1%
0
0.0%
2.3667979586675328e-05
1
<0.1%
0
0.0%
0.000255576412567
1
<0.1%
0
0.0%
0.000262611022775
1
<0.1%
0
0.0%
0.0002804178296403
1
<0.1%
0
0.0%
0.0003040889293655
1
<0.1%
0
0.0%
0.0004915928661026
1
<0.1%
0
0.0%
0.0010022046028818
1
<0.1%
0
0.0%
0.0010747455715636
1
<0.1%
0
0.0%
0.0011409092778865
1
<0.1%
0
0.0%
0.001153387333548
1
<0.1%
0
0.0%
0.0011962610803058
1
<0.1%
0
0.0%
0.0012458042317068
1
<0.1%
0
0.0%
0.0012619887213885
1
<0.1%
0
0.0%
0.0013443825596483
1
<0.1%
0
0.0%
LARGEST VALUES
0.8549996664047012
2
<0.1%
0
0.0%
0.8206159442383357
1
<0.1%
0
0.0%
0.8166550874148094
1
<0.1%
0
0.0%
0.8150584567365674
1
<0.1%
0
0.0%
0.8147616076286436
1
<0.1%
0
0.0%
0.814758307238206
1
<0.1%
0
0.0%
0.8125934440373918
1
<0.1%
0
0.0%
0.8119732554967675
1
<0.1%
0
0.0%
0.8105871770058529
1
<0.1%
0
0.0%
0.8104293263640673
1
<0.1%
0
0.0%
0.8101234142431504
1
<0.1%
0
0.0%
0.8100729529000892
1
<0.1%
0
0.0%
0.8098979407621015
1
<0.1%
0
0.0%
0.8093991538844721
1
<0.1%
0
0.0%
0.8092844264838027
1
<0.1%
0
0.0%
EXT_SOURCE_3
MISSING:
6,075
(20%)
37
(21%)
MOST FREQUENT VALUES
0.746300213050371
157
0.6%
0
0.0%
0.7136313997323308
140
0.6%
0
0.0%
0.6940926425266661
130
0.5%
0
0.0%
0.6706517530862718
125
0.5%
0
0.0%
0.6212263380626669
125
0.5%
0
0.0%
0.5954562029091491
121
0.5%
0
0.0%
0.4507472818545589
118
0.5%
0
0.0%
0.5814837058057234
117
0.5%
0
0.0%
0.6263042766749393
117
0.5%
0
0.0%
0.6075573001388961
115
0.5%
0
0.0%
0.6528965519806539
113
0.5%
0
0.0%
0.5937175866150576
111
0.5%
0
0.0%
0.6430255641096323
110
0.4%
0
0.0%
0.511891801533151
107
0.4%
0
0.0%
0.6894791426446275
107
0.4%
0
0.0%
SMALLEST VALUES
0.0005272652387098
76
0.3%
3
2.2%
0.017506245542977
1
<0.1%
0
0.0%
0.0182663270292142
1
<0.1%
0
0.0%
0.0201679886469343
1
<0.1%
0
0.0%
0.0267324463411413
1
<0.1%
0
0.0%
0.028474247884757
1
<0.1%
0
0.0%
0.0305388192726028
1
<0.1%
0
0.0%
0.0320695368599905
1
<0.1%
0
0.0%
0.0329772745049457
1
<0.1%
1
0.7%
0.0332080587016846
3
<0.1%
0
0.0%
0.0334404021396664
1
<0.1%
0
0.0%
0.0339098057920182
1
<0.1%
1
0.7%
0.0343855640675268
1
<0.1%
0
0.0%
0.0346258509725303
1
<0.1%
1
0.7%
0.0358517647422262
1
<0.1%
0
0.0%
LARGEST VALUES
0.8825303127941461
2
<0.1%
0
0.0%
0.881026574983999
1
<0.1%
0
0.0%
0.8802684803872619
7
<0.1%
0
0.0%
0.878739766981187
1
<0.1%
0
0.0%
0.8771942581973663
1
<0.1%
0
0.0%
0.8667312342599449
1
<0.1%
0
0.0%
0.8658959152750668
14
<0.1%
0
0.0%
0.8650561757350248
2
<0.1%
0
0.0%
0.8633633824101478
34
0.1%
0
0.0%
0.8625103025687644
4
<0.1%
0
0.0%
0.8599241760145402
3
<0.1%
0
0.0%
0.8590531292026357
7
<0.1%
0
0.0%
0.8572974536119489
1
<0.1%
0
0.0%
0.8564128001975257
4
<0.1%
0
0.0%
0.8555235867964663
5
<0.1%
0
0.0%
APARTMENTS_AVG
MISSING:
15,515
(51%)
116
(67%)
MOST FREQUENT VALUES
0.0825
688
4.6%
2
3.5%
0.0619
620
4.1%
4
7.0%
0.0928
475
3.2%
4
7.0%
0.0722
414
2.7%
6
10.5%
0.0082
365
2.4%
3
5.3%
0.0165
336
2.2%
1
1.8%
0.1031
295
2.0%
1
1.8%
0.1485
294
2.0%
0
0.0%
0.0124
254
1.7%
1
1.8%
0.0742
235
1.6%
1
1.8%
0.1113
198
1.3%
0
0.0%
0.1237
193
1.3%
0
0.0%
0.0186
187
1.2%
0
0.0%
0.066
181
1.2%
0
0.0%
0.1227
169
1.1%
0
0.0%
SMALLEST VALUES
0.0
64
0.4%
0
0.0%
0.001
16
0.1%
0
0.0%
0.0014
1
<0.1%
0
0.0%
0.0015
2
<0.1%
0
0.0%
0.0021
74
0.5%
1
1.8%
0.0026
1
<0.1%
0
0.0%
0.0031
32
0.2%
0
0.0%
0.0033
1
<0.1%
0
0.0%
0.0034
1
<0.1%
0
0.0%
0.0036
2
<0.1%
0
0.0%
0.0041
91
0.6%
1
1.8%
0.0044
1
<0.1%
0
0.0%
0.0046
1
<0.1%
0
0.0%
0.005
1
<0.1%
0
0.0%
0.0052
30
0.2%
0
0.0%
LARGEST VALUES
1.0
17
0.1%
0
0.0%
0.9876
1
<0.1%
0
0.0%
0.9557
1
<0.1%
0
0.0%
0.901
1
<0.1%
0
0.0%
0.8887
1
<0.1%
0
0.0%
0.8825
1
<0.1%
0
0.0%
0.8814
1
<0.1%
0
0.0%
0.8763
1
<0.1%
0
0.0%
0.866
1
<0.1%
0
0.0%
0.8531
1
<0.1%
0
0.0%
0.8402
1
<0.1%
0
0.0%
0.8247
1
<0.1%
0
0.0%
0.8196
1
<0.1%
0
0.0%
0.7598
2
<0.1%
0
0.0%
0.7495
1
<0.1%
0
0.0%
BASEMENTAREA_AVG
MISSING:
17,882
(58%)
121
(70%)
MOST FREQUENT VALUES
0.0
1,491
11.7%
8
15.4%
0.1091
31
0.2%
0
0.0%
0.0727
29
0.2%
0
0.0%
0.0805
28
0.2%
0
0.0%
0.0803
28
0.2%
0
0.0%
0.0545
26
0.2%
0
0.0%
0.08
26
0.2%
0
0.0%
0.0818
24
0.2%
0
0.0%
0.0797
23
0.2%
0
0.0%
0.0745
23
0.2%
1
1.9%
0.0811
22
0.2%
0
0.0%
0.0793
22
0.2%
0
0.0%
0.0625
22
0.2%
0
0.0%
0.0809
21
0.2%
0
0.0%
0.0709
21
0.2%
0
0.0%
SMALLEST VALUES
0.0
1,491
11.7%
8
15.4%
0.0001
11
<0.1%
0
0.0%
0.0002
5
<0.1%
0
0.0%
0.0004
3
<0.1%
0
0.0%
0.0005
10
<0.1%
0
0.0%
0.0007
2
<0.1%
0
0.0%
0.0008
3
<0.1%
0
0.0%
0.0009
3
<0.1%
0
0.0%
0.001
2
<0.1%
0
0.0%
0.0011
8
<0.1%
0
0.0%
0.0012
2
<0.1%
0
0.0%
0.0013
1
<0.1%
0
0.0%
0.0014
3
<0.1%
0
0.0%
0.0015
5
<0.1%
0
0.0%
0.0016
3
<0.1%
0
0.0%
LARGEST VALUES
1.0
7
<0.1%
0
0.0%
0.8165
1
<0.1%
0
0.0%
0.815
2
<0.1%
0
0.0%
0.7834
1
<0.1%
0
0.0%
0.7517
1
<0.1%
0
0.0%
0.7471
1
<0.1%
0
0.0%
0.7376
1
<0.1%
0
0.0%
0.7299
1
<0.1%
0
0.0%
0.7292
2
<0.1%
0
0.0%
0.7225
1
<0.1%
0
0.0%
0.7090000000000001
1
<0.1%
0
0.0%
0.7046
1
<0.1%
0
0.0%
0.6709999999999999
2
<0.1%
0
0.0%
0.6268
1
<0.1%
0
0.0%
0.6136
1
<0.1%
0
0.0%
YEARS_BEGINEXPLUATATION_AVG
MISSING:
14,830
(48%)
115
(66%)
MOST FREQUENT VALUES
0.9806
468
3.0%
1
1.7%
0.9851
451
2.9%
6
10.3%
0.9876
424
2.7%
2
3.4%
0.9861
415
2.6%
1
1.7%
0.9866
413
2.6%
2
3.4%
0.9821
408
2.6%
1
1.7%
0.9816
408
2.6%
1
1.7%
0.9801
405
2.6%
2
3.4%
0.9871
405
2.6%
0
0.0%
0.9781
399
2.5%
0
0.0%
0.9856
397
2.5%
1
1.7%
0.9796
394
2.5%
0
0.0%
0.9811
391
2.5%
1
1.7%
0.9836
385
2.4%
2
3.4%
0.9841
379
2.4%
1
1.7%
SMALLEST VALUES
0.0
43
0.3%
0
0.0%
0.0969
1
<0.1%
0
0.0%
0.0979
1
<0.1%
0
0.0%
0.1987
1
<0.1%
0
0.0%
0.2156
1
<0.1%
0
0.0%
0.238
1
<0.1%
0
0.0%
0.3169
1
<0.1%
0
0.0%
0.3224
1
<0.1%
0
0.0%
0.3229
1
<0.1%
0
0.0%
0.4789
1
<0.1%
0
0.0%
0.4863
1
<0.1%
0
0.0%
0.4883
1
<0.1%
0
0.0%
0.4893
1
<0.1%
0
0.0%
0.4898
1
<0.1%
0
0.0%
0.4903
1
<0.1%
0
0.0%
LARGEST VALUES
1.0
32
0.2%
0
0.0%
0.9995
70
0.4%
0
0.0%
0.999
81
0.5%
0
0.0%
0.9985
115
0.7%
0
0.0%
0.998
90
0.6%
0
0.0%
0.9975
99
0.6%
0
0.0%
0.997
114
0.7%
0
0.0%
0.9965
90
0.6%
1
1.7%
0.996
85
0.5%
0
0.0%
0.9955
72
0.5%
0
0.0%
0.995
70
0.4%
0
0.0%
0.9945
72
0.5%
0
0.0%
0.994
70
0.4%
0
0.0%
0.9935
60
0.4%
1
1.7%
0.993
70
0.4%
0
0.0%
ELEVATORS_AVG
MISSING:
16,245
(53%)
121
(70%)
MOST FREQUENT VALUES
0.0
8,557
59.7%
42
80.8%
0.08
981
6.8%
2
3.8%
0.16
895
6.2%
2
3.8%
0.24
590
4.1%
2
3.8%
0.12
530
3.7%
1
1.9%
0.04
445
3.1%
1
1.9%
0.2
407
2.8%
0
0.0%
0.32
290
2.0%
1
1.9%
0.28
248
1.7%
0
0.0%
0.4
169
1.2%
0
0.0%
0.36
136
0.9%
0
0.0%
0.48
114
0.8%
0
0.0%
0.44
74
0.5%
0
0.0%
0.02
51
0.4%
0
0.0%
0.06
51
0.4%
0
0.0%
SMALLEST VALUES
0.0
8,557
59.7%
42
80.8%
0.0064
1
<0.1%
0
0.0%
0.0088
1
<0.1%
0
0.0%
0.01
4
<0.1%
0
0.0%
0.0112
2
<0.1%
0
0.0%
0.0132
9
<0.1%
0
0.0%
0.0148
2
<0.1%
0
0.0%
0.0152
1
<0.1%
0
0.0%
0.016
7
<0.1%
0
0.0%
0.02
51
0.4%
0
0.0%
0.0248
1
<0.1%
0
0.0%
0.0264
17
0.1%
0
0.0%
0.0288
2
<0.1%
0
0.0%
0.03
1
<0.1%
0
0.0%
0.0308
1
<0.1%
0
0.0%
LARGEST VALUES
1.0
17
0.1%
0
0.0%
0.96
11
<0.1%
0
0.0%
0.9332
1
<0.1%
0
0.0%
0.9
1
<0.1%
0
0.0%
0.88
3
<0.1%
0
0.0%
0.84
4
<0.1%
0
0.0%
0.8
16
0.1%
0
0.0%
0.78
2
<0.1%
0
0.0%
0.76
4
<0.1%
0
0.0%
0.74
1
<0.1%
0
0.0%
0.72
14
<0.1%
0
0.0%
0.68
8
<0.1%
0
0.0%
0.64
45
0.3%
0
0.0%
0.6
34
0.2%
0
0.0%
0.5864
2
<0.1%
0
0.0%
ENTRANCES_AVG
MISSING:
15,364
(50%)
115
(66%)
MOST FREQUENT VALUES
0.1379
3,448
22.7%
13
22.4%
0.069
2,246
14.8%
7
12.1%
0.2069
1,943
12.8%
9
15.5%
0.1034
1,891
12.4%
9
15.5%
0.0345
1,532
10.1%
7
12.1%
0.1724
880
5.8%
2
3.4%
0.2759
806
5.3%
3
5.2%
0.2414
433
2.8%
1
1.7%
0.3103
212
1.4%
0
0.0%
0.3448
209
1.4%
1
1.7%
0.0862
120
0.8%
0
0.0%
0.1207
117
0.8%
0
0.0%
0.4138
115
0.8%
1
1.7%
0.3793
104
0.7%
0
0.0%
0.1552
94
0.6%
0
0.0%
SMALLEST VALUES
0.0
25
0.2%
1
1.7%
0.0321
1
<0.1%
0
0.0%
0.0345
1,532
10.1%
7
12.1%
0.0407
1
<0.1%
0
0.0%
0.0414
1
<0.1%
0
0.0%
0.0459
8
<0.1%
0
0.0%
0.0469
2
<0.1%
0
0.0%
0.0497
2
<0.1%
0
0.0%
0.05
1
<0.1%
0
0.0%
0.0517
55
0.4%
0
0.0%
0.0552
6
<0.1%
0
0.0%
0.0559
1
<0.1%
0
0.0%
0.0572
16
0.1%
0
0.0%
0.0603
6
<0.1%
0
0.0%
0.061
1
<0.1%
0
0.0%
LARGEST VALUES
1.0
13
<0.1%
1
1.7%
0.9655
3
<0.1%
0
0.0%
0.931
5
<0.1%
0
0.0%
0.8966
4
<0.1%
0
0.0%
0.8621
2
<0.1%
0
0.0%
0.8276
5
<0.1%
0
0.0%
0.7931
2
<0.1%
0
0.0%
0.7586
1
<0.1%
0
0.0%
0.7241
2
<0.1%
1
1.7%
0.6897
11
<0.1%
0
0.0%
0.6552
7
<0.1%
0
0.0%
0.6207
20
0.1%
0
0.0%
0.5862
20
0.1%
0
0.0%
0.5517
38
0.2%
0
0.0%
0.5172
35
0.2%
0
0.0%
FLOORSMAX_AVG
MISSING:
15,200
(50%)
114
(66%)
MOST FREQUENT VALUES
0.1667
6,153
40.0%
29
49.2%
0.3333
3,217
20.9%
9
15.3%
0.0417
1,488
9.7%
8
13.6%
0.375
725
4.7%
0
0.0%
0.125
689
4.5%
5
8.5%
0.0833
629
4.1%
2
3.4%
0.4583
296
1.9%
0
0.0%
0.0
279
1.8%
3
5.1%
0.625
211
1.4%
0
0.0%
0.5417
178
1.2%
1
1.7%
0.2083
171
1.1%
1
1.7%
0.25
162
1.1%
1
1.7%
0.6667
143
0.9%
0
0.0%
0.3542
54
0.4%
0
0.0%
0.2221
50
0.3%
0
0.0%
SMALLEST VALUES
0.0
279
1.8%
3
5.1%
0.01
2
<0.1%
0
0.0%
0.0104
1
<0.1%
0
0.0%
0.0117
1
<0.1%
0
0.0%
0.0138
2
<0.1%
0
0.0%
0.015
1
<0.1%
0
0.0%
0.0154
1
<0.1%
0
0.0%
0.0208
12
<0.1%
0
0.0%
0.0275
3
<0.1%
0
0.0%
0.0312
1
<0.1%
0
0.0%
0.0333
1
<0.1%
0
0.0%
0.0417
1,488
9.7%
8
13.6%
0.0479
1
<0.1%
0
0.0%
0.0554
1
<0.1%
0
0.0%
0.0571
1
<0.1%
0
0.0%
LARGEST VALUES
1.0
16
0.1%
0
0.0%
0.9583
7
<0.1%
0
0.0%
0.9375
1
<0.1%
0
0.0%
0.9167
1
<0.1%
0
0.0%
0.875
21
0.1%
0
0.0%
0.8333
6
<0.1%
0
0.0%
0.8192
2
<0.1%
0
0.0%
0.8125
1
<0.1%
0
0.0%
0.8021
1
<0.1%
0
0.0%
0.7917
5
<0.1%
0
0.0%
0.7775
1
<0.1%
0
0.0%
0.7708
3
<0.1%
0
0.0%
0.75
18
0.1%
0
0.0%
0.7292
2
<0.1%
0
0.0%
0.7083
15
<0.1%
0
0.0%
LANDAREA_AVG
MISSING:
18,135
(59%)
120
(69%)
MOST FREQUENT VALUES
0.0
1,553
12.5%
7
13.2%
0.0174
26
0.2%
0
0.0%
0.0139
23
0.2%
0
0.0%
0.0331
23
0.2%
0
0.0%
0.0158
23
0.2%
0
0.0%
0.015
22
0.2%
0
0.0%
0.0631
21
0.2%
0
0.0%
0.0536
20
0.2%
0
0.0%
0.018
20
0.2%
0
0.0%
0.0204
20
0.2%
0
0.0%
0.0186
20
0.2%
0
0.0%
0.0252
19
0.2%
0
0.0%
0.0193
19
0.2%
0
0.0%
0.0205
19
0.2%
0
0.0%
0.0154
19
0.2%
0
0.0%
SMALLEST VALUES
0.0
1,553
12.5%
7
13.2%
0.0001
1
<0.1%
0
0.0%
0.0002
1
<0.1%
0
0.0%
0.0003
2
<0.1%
0
0.0%
0.0004
2
<0.1%
0
0.0%
0.0006
1
<0.1%
0
0.0%
0.0007
1
<0.1%
0
0.0%
0.0009
4
<0.1%
0
0.0%
0.0011
3
<0.1%
0
0.0%
0.0013
4
<0.1%
0
0.0%
0.0015
3
<0.1%
0
0.0%
0.0016
2
<0.1%
0
0.0%
0.0017
5
<0.1%
0
0.0%
0.0018
4
<0.1%
0
0.0%
0.0019
7
<0.1%
0
0.0%
LARGEST VALUES
1.0
13
0.1%
0
0.0%
0.913
1
<0.1%
0
0.0%
0.8698
4
<0.1%
0
0.0%
0.8692
1
<0.1%
0
0.0%
0.8569
1
<0.1%
0
0.0%
0.8556
1
<0.1%
0
0.0%
0.8285
1
<0.1%
0
0.0%
0.8123
1
<0.1%
0
0.0%
0.782
1
<0.1%
0
0.0%
0.7533
1
<0.1%
0
0.0%
0.7492
1
<0.1%
0
0.0%
0.7324
1
<0.1%
0
0.0%
0.7157
1
<0.1%
0
0.0%
0.7084
1
<0.1%
0
0.0%
0.7081
1
<0.1%
0
0.0%
LIVINGAREA_AVG
MISSING:
15,290
(50%)
114
(66%)
MOST FREQUENT VALUES
0.0707
29
0.2%
0
0.0%
0.0626
29
0.2%
0
0.0%
0.0517
28
0.2%
0
0.0%
0.0504
26
0.2%
0
0.0%
0.0
26
0.2%
0
0.0%
0.051
25
0.2%
0
0.0%
0.0099
25
0.2%
1
1.7%
0.0506
24
0.2%
0
0.0%
0.0143
24
0.2%
0
0.0%
0.0509
23
0.2%
0
0.0%
0.0526
23
0.2%
0
0.0%
0.0632
23
0.2%
0
0.0%
0.0702
23
0.2%
0
0.0%
0.0638
23
0.2%
0
0.0%
0.0126
23
0.2%
0
0.0%
SMALLEST VALUES
0.0
26
0.2%
0
0.0%
0.0002
2
<0.1%
0
0.0%
0.0004
2
<0.1%
0
0.0%
0.0006
2
<0.1%
0
0.0%
0.0007
2
<0.1%
0
0.0%
0.0008
6
<0.1%
0
0.0%
0.0009
4
<0.1%
0
0.0%
0.001
5
<0.1%
0
0.0%
0.0011
9
<0.1%
0
0.0%
0.0012
9
<0.1%
0
0.0%
0.0013
6
<0.1%
0
0.0%
0.0014
5
<0.1%
1
1.7%
0.0015
5
<0.1%
0
0.0%
0.0016
9
<0.1%
0
0.0%
0.0017
4
<0.1%
0
0.0%
LARGEST VALUES
1.0
15
<0.1%
0
0.0%
0.9756
1
<0.1%
0
0.0%
0.9523
1
<0.1%
0
0.0%
0.9253
1
<0.1%
0
0.0%
0.901
1
<0.1%
0
0.0%
0.8753
1
<0.1%
0
0.0%
0.8659
1
<0.1%
0
0.0%
0.8573
1
<0.1%
0
0.0%
0.8549
1
<0.1%
0
0.0%
0.8508
1
<0.1%
0
0.0%
0.8406
1
<0.1%
0
0.0%
0.8373
1
<0.1%
0
0.0%
0.8242
1
<0.1%
0
0.0%
0.8177
1
<0.1%
0
0.0%
0.8043
1
<0.1%
0
0.0%
NONLIVINGAREA_AVG
MISSING:
16,884
(55%)
121
(70%)
MOST FREQUENT VALUES
0.0
5,842
42.7%
24
46.2%
0.0044
52
0.4%
0
0.0%
0.0022
50
0.4%
0
0.0%
0.0031
50
0.4%
0
0.0%
0.0011
50
0.4%
0
0.0%
0.0012
45
0.3%
0
0.0%
0.0038
45
0.3%
0
0.0%
0.0052
41
0.3%
0
0.0%
0.0036
40
0.3%
1
1.9%
0.0053
39
0.3%
2
3.8%
0.003
39
0.3%
0
0.0%
0.0045
38
0.3%
0
0.0%
0.0039
37
0.3%
0
0.0%
0.0043
37
0.3%
0
0.0%
0.0028
36
0.3%
1
1.9%
SMALLEST VALUES
0.0
5,842
42.7%
24
46.2%
0.0001
15
0.1%
0
0.0%
0.0002
13
<0.1%
0
0.0%
0.0003
10
<0.1%
0
0.0%
0.0004
19
0.1%
0
0.0%
0.0005
21
0.2%
0
0.0%
0.0006
32
0.2%
0
0.0%
0.0007
17
0.1%
0
0.0%
0.0008
22
0.2%
0
0.0%
0.0009
33
0.2%
0
0.0%
0.001
30
0.2%
0
0.0%
0.0011
50
0.4%
0
0.0%
0.0012
45
0.3%
0
0.0%
0.0013
32
0.2%
0
0.0%
0.0014
33
0.2%
0
0.0%
LARGEST VALUES
1.0
11
<0.1%
0
0.0%
0.9558
1
<0.1%
0
0.0%
0.9331
1
<0.1%
0
0.0%
0.9099
1
<0.1%
0
0.0%
0.8826
1
<0.1%
0
0.0%
0.8825
1
<0.1%
0
0.0%
0.8377
1
<0.1%
0
0.0%
0.8294
1
<0.1%
0
0.0%
0.8106
1
<0.1%
0
0.0%
0.7986
1
<0.1%
0
0.0%
0.7923
1
<0.1%
0
0.0%
0.7493
1
<0.1%
0
0.0%
0.7461
1
<0.1%
0
0.0%
0.7218
1
<0.1%
0
0.0%
0.7201
1
<0.1%
0
0.0%
APARTMENTS_MODE
MISSING:
15,515
(51%)
116
(67%)
MOST FREQUENT VALUES
0.084
787
5.2%
2
3.5%
0.063
719
4.8%
4
7.0%
0.0945
511
3.4%
4
7.0%
0.0735
435
2.9%
6
10.5%
0.0084
413
2.7%
3
5.3%
0.0168
373
2.5%
1
1.8%
0.1513
327
2.2%
0
0.0%
0.105
317
2.1%
1
1.8%
0.0756
311
2.1%
1
1.8%
0.0126
290
1.9%
1
1.8%
0.1134
227
1.5%
0
0.0%
0.0189
198
1.3%
0
0.0%
0.1261
197
1.3%
0
0.0%
0.0252
192
1.3%
2
3.5%
0.0672
189
1.3%
0
0.0%
SMALLEST VALUES
0.0
85
0.6%
0
0.0%
0.0011
25
0.2%
0
0.0%
0.0021
95
0.6%
1
1.8%
0.0032
35
0.2%
0
0.0%
0.0042
102
0.7%
1
1.8%
0.0053
38
0.3%
0
0.0%
0.0063
47
0.3%
0
0.0%
0.0074
22
0.1%
1
1.8%
0.0084
413
2.7%
3
5.3%
0.0095
26
0.2%
1
1.8%
0.0105
42
0.3%
0
0.0%
0.0116
26
0.2%
0
0.0%
0.0126
290
1.9%
1
1.8%
0.0137
27
0.2%
0
0.0%
0.0147
36
0.2%
0
0.0%
LARGEST VALUES
1.0
15
<0.1%
0
0.0%
0.9737
1
<0.1%
0
0.0%
0.9181
1
<0.1%
0
0.0%
0.9055
1
<0.1%
0
0.0%
0.8992
1
<0.1%
0
0.0%
0.8981
1
<0.1%
0
0.0%
0.8929
1
<0.1%
0
0.0%
0.8824
1
<0.1%
0
0.0%
0.8561
1
<0.1%
0
0.0%
0.8403
1
<0.1%
0
0.0%
0.8351
1
<0.1%
0
0.0%
0.7899
2
<0.1%
0
0.0%
0.7742
2
<0.1%
0
0.0%
0.7637
1
<0.1%
0
0.0%
0.7595
1
<0.1%
0
0.0%
BASEMENTAREA_MODE
MISSING:
17,882
(58%)
121
(70%)
MOST FREQUENT VALUES
0.0
1,699
13.4%
8
15.4%
0.0642
31
0.2%
1
1.9%
0.1132
31
0.2%
0
0.0%
0.0566
31
0.2%
1
1.9%
0.084
26
0.2%
0
0.0%
0.083
26
0.2%
0
0.0%
0.0736
25
0.2%
0
0.0%
0.0823
24
0.2%
0
0.0%
0.0647
23
0.2%
0
0.0%
0.0755
23
0.2%
0
0.0%
0.0623
22
0.2%
0
0.0%
0.0833
22
0.2%
0
0.0%
0.0679
22
0.2%
0
0.0%
0.0849
22
0.2%
0
0.0%
0.0425
21
0.2%
0
0.0%
SMALLEST VALUES
0.0
1,699
13.4%
8
15.4%
0.0001
14
0.1%
0
0.0%
0.0002
6
<0.1%
0
0.0%
0.0003
1
<0.1%
0
0.0%
0.0004
3
<0.1%
0
0.0%
0.0005
7
<0.1%
0
0.0%
0.0006
4
<0.1%
0
0.0%
0.0007
1
<0.1%
0
0.0%
0.0008
4
<0.1%
0
0.0%
0.0009
3
<0.1%
0
0.0%
0.001
1
<0.1%
0
0.0%
0.0011
6
<0.1%
0
0.0%
0.0012
4
<0.1%
0
0.0%
0.0013
3
<0.1%
0
0.0%
0.0014
5
<0.1%
0
0.0%
LARGEST VALUES
1.0
7
<0.1%
0
0.0%
0.991
1
<0.1%
0
0.0%
0.8474
1
<0.1%
0
0.0%
0.8457
2
<0.1%
0
0.0%
0.8129
1
<0.1%
0
0.0%
0.7801
1
<0.1%
0
0.0%
0.7753
1
<0.1%
0
0.0%
0.7575
1
<0.1%
0
0.0%
0.7568
2
<0.1%
0
0.0%
0.7498
1
<0.1%
0
0.0%
0.7357
1
<0.1%
0
0.0%
0.7312
1
<0.1%
0
0.0%
0.6963
2
<0.1%
0
0.0%
0.6505
1
<0.1%
0
0.0%
0.6368
1
<0.1%
0
0.0%
YEARS_BEGINEXPLUATATION_MODE
MISSING:
14,830
(48%)
115
(66%)
MOST FREQUENT VALUES
0.9806
460
2.9%
1
1.7%
0.9851
444
2.8%
6
10.3%
0.9871
412
2.6%
0
0.0%
0.9876
412
2.6%
1
1.7%
0.9801
410
2.6%
3
5.2%
0.9821
410
2.6%
1
1.7%
0.9816
407
2.6%
1
1.7%
0.9782
407
2.6%
0
0.0%
0.9861
406
2.6%
1
1.7%
0.9796
405
2.6%
0
0.0%
0.9866
403
2.6%
3
5.2%
0.9856
386
2.5%
1
1.7%
0.9841
383
2.4%
1
1.7%
0.9811
378
2.4%
1
1.7%
0.9836
374
2.4%
2
3.4%
SMALLEST VALUES
0.0
15
<0.1%
0
0.0%
0.0005
46
0.3%
0
0.0%
0.0973
1
<0.1%
0
0.0%
0.0983
1
<0.1%
0
0.0%
0.4359
1
<0.1%
0
0.0%
0.5943
1
<0.1%
0
0.0%
0.8222
1
<0.1%
0
0.0%
0.8923
1
<0.1%
0
0.0%
0.8972
1
<0.1%
0
0.0%
0.9002
1
<0.1%
0
0.0%
0.9121
1
<0.1%
0
0.0%
0.9151
1
<0.1%
0
0.0%
0.9235
2
<0.1%
0
0.0%
0.926
1
<0.1%
0
0.0%
0.927
1
<0.1%
0
0.0%
LARGEST VALUES
1.0
35
0.2%
0
0.0%
0.9995
71
0.5%
0
0.0%
0.999
85
0.5%
0
0.0%
0.9985
113
0.7%
0
0.0%
0.998
86
0.5%
0
0.0%
0.9975
104
0.7%
0
0.0%
0.997
116
0.7%
0
0.0%
0.9965
91
0.6%
1
1.7%
0.996
81
0.5%
0
0.0%
0.9955
70
0.4%
0
0.0%
0.995
70
0.4%
0
0.0%
0.9945
61
0.4%
0
0.0%
0.994
67
0.4%
0
0.0%
0.9935
56
0.4%
1
1.7%
0.993
67
0.4%
0
0.0%
ELEVATORS_MODE
MISSING:
16,245
(53%)
121
(70%)
MOST FREQUENT VALUES
0.0
8,921
62.2%
43
82.7%
0.0806
1,172
8.2%
3
5.8%
0.1611
985
6.9%
1
1.9%
0.2417
620
4.3%
2
3.8%
0.1208
549
3.8%
1
1.9%
0.0403
480
3.3%
1
1.9%
0.2014
392
2.7%
0
0.0%
0.3222
295
2.1%
1
1.9%
0.282
221
1.5%
0
0.0%
0.4028
165
1.2%
0
0.0%
0.3625
129
0.9%
0
0.0%
0.4834
118
0.8%
0
0.0%
0.4431
62
0.4%
0
0.0%
0.5639
47
0.3%
0
0.0%
0.6445
43
0.3%
0
0.0%
SMALLEST VALUES
0.0
8,921
62.2%
43
82.7%
0.0403
480
3.3%
1
1.9%
0.0806
1,172
8.2%
3
5.8%
0.1208
549
3.8%
1
1.9%
0.1611
985
6.9%
1
1.9%
0.2014
392
2.7%
0
0.0%
0.2417
620
4.3%
2
3.8%
0.282
221
1.5%
0
0.0%
0.3222
295
2.1%
1
1.9%
0.3625
129
0.9%
0
0.0%
0.4028
165
1.2%
0
0.0%
0.4431
62
0.4%
0
0.0%
0.4834
118
0.8%
0
0.0%
0.5236
23
0.2%
0
0.0%
0.5639
47
0.3%
0
0.0%
LARGEST VALUES
1.0
16
0.1%
0
0.0%
0.9667
11
<0.1%
0
0.0%
0.8862
3
<0.1%
0
0.0%
0.8459
4
<0.1%
0
0.0%
0.8056
19
0.1%
0
0.0%
0.7653
4
<0.1%
0
0.0%
0.725
15
0.1%
0
0.0%
0.6848
7
<0.1%
0
0.0%
0.6445
43
0.3%
0
0.0%
0.6042
33
0.2%
0
0.0%
0.5639
47
0.3%
0
0.0%
0.5236
23
0.2%
0
0.0%
0.4834
118
0.8%
0
0.0%
0.4431
62
0.4%
0
0.0%
0.4028
165
1.2%
0
0.0%
ENTRANCES_MODE
MISSING:
15,364
(50%)
115
(66%)
MOST FREQUENT VALUES
0.1379
3,605
23.7%
15
25.9%
0.069
2,656
17.5%
9
15.5%
0.2069
2,014
13.2%
8
13.8%
0.1034
1,989
13.1%
8
13.8%
0.0345
1,937
12.7%
7
12.1%
0.1724
867
5.7%
2
3.4%
0.2759
828
5.4%
3
5.2%
0.2414
407
2.7%
1
1.7%
0.3448
208
1.4%
1
1.7%
0.3103
208
1.4%
0
0.0%
0.4138
116
0.8%
1
1.7%
0.3793
98
0.6%
0
0.0%
0.4483
41
0.3%
0
0.0%
0.4828
41
0.3%
0
0.0%
0.5517
38
0.2%
0
0.0%
SMALLEST VALUES
0.0
32
0.2%
1
1.7%
0.0345
1,937
12.7%
7
12.1%
0.069
2,656
17.5%
9
15.5%
0.1034
1,989
13.1%
8
13.8%
0.1379
3,605
23.7%
15
25.9%
0.1724
867
5.7%
2
3.4%
0.2069
2,014
13.2%
8
13.8%
0.2414
407
2.7%
1
1.7%
0.2759
828
5.4%
3
5.2%
0.3103
208
1.4%
0
0.0%
0.3448
208
1.4%
1
1.7%
0.3793
98
0.6%
0
0.0%
0.4138
116
0.8%
1
1.7%
0.4483
41
0.3%
0
0.0%
0.4828
41
0.3%
0
0.0%
LARGEST VALUES
1.0
13
<0.1%
1
1.7%
0.9655
3
<0.1%
0
0.0%
0.931
5
<0.1%
0
0.0%
0.8966
4
<0.1%
0
0.0%
0.8621
2
<0.1%
0
0.0%
0.8276
5
<0.1%
0
0.0%
0.7931
2
<0.1%
0
0.0%
0.7586
1
<0.1%
0
0.0%
0.7241
2
<0.1%
1
1.7%
0.6897
11
<0.1%
0
0.0%
0.6552
6
<0.1%
0
0.0%
0.6207
20
0.1%
0
0.0%
0.5862
20
0.1%
0
0.0%
0.5517
38
0.2%
0
0.0%
0.5172
36
0.2%
0
0.0%
FLOORSMAX_MODE
MISSING:
15,200
(50%)
114
(66%)
MOST FREQUENT VALUES
0.1667
6,516
42.4%
30
50.8%
0.3333
3,508
22.8%
9
15.3%
0.0417
1,603
10.4%
8
13.6%
0.375
759
4.9%
0
0.0%
0.125
711
4.6%
5
8.5%
0.0833
649
4.2%
2
3.4%
0.4583
333
2.2%
0
0.0%
0.0
324
2.1%
3
5.1%
0.625
228
1.5%
0
0.0%
0.5417
191
1.2%
1
1.7%
0.6667
157
1.0%
0
0.0%
0.2083
144
0.9%
1
1.7%
0.25
59
0.4%
0
0.0%
0.2917
40
0.3%
0
0.0%
0.5833
32
0.2%
0
0.0%
SMALLEST VALUES
0.0
324
2.1%
3
5.1%
0.0417
1,603
10.4%
8
13.6%
0.0833
649
4.2%
2
3.4%
0.125
711
4.6%
5
8.5%
0.1667
6,516
42.4%
30
50.8%
0.2083
144
0.9%
1
1.7%
0.25
59
0.4%
0
0.0%
0.2917
40
0.3%
0
0.0%
0.3333
3,508
22.8%
9
15.3%
0.375
759
4.9%
0
0.0%
0.4167
21
0.1%
0
0.0%
0.4583
333
2.2%
0
0.0%
0.5
16
0.1%
0
0.0%
0.5417
191
1.2%
1
1.7%
0.5833
32
0.2%
0
0.0%
LARGEST VALUES
1.0
16
0.1%
0
0.0%
0.9583
8
<0.1%
0
0.0%
0.9167
3
<0.1%
0
0.0%
0.875
23
0.1%
0
0.0%
0.8333
3
<0.1%
0
0.0%
0.7917
5
<0.1%
0
0.0%
0.75
12
<0.1%
0
0.0%
0.7083
18
0.1%
0
0.0%
0.6667
157
1.0%
0
0.0%
0.625
228
1.5%
0
0.0%
0.5833
32
0.2%
0
0.0%
0.5417
191
1.2%
1
1.7%
0.5
16
0.1%
0
0.0%
0.4583
333
2.2%
0
0.0%
0.4167
21
0.1%
0
0.0%
LANDAREA_MODE
MISSING:
18,135
(59%)
120
(69%)
MOST FREQUENT VALUES
0.0
1,742
14.0%
8
15.1%
0.0184
21
0.2%
0
0.0%
0.0292
21
0.2%
0
0.0%
0.0484
21
0.2%
0
0.0%
0.0258
21
0.2%
0
0.0%
0.0153
21
0.2%
0
0.0%
0.0178
20
0.2%
0
0.0%
0.0645
20
0.2%
0
0.0%
0.0323
20
0.2%
1
1.9%
0.0299
19
0.2%
0
0.0%
0.0253
19
0.2%
0
0.0%
0.0584
19
0.2%
0
0.0%
0.015
19
0.2%
0
0.0%
0.0142
19
0.2%
0
0.0%
0.0141
19
0.2%
0
0.0%
SMALLEST VALUES
0.0
1,742
14.0%
8
15.1%
0.0001
6
<0.1%
0
0.0%
0.0002
2
<0.1%
0
0.0%
0.0003
2
<0.1%
0
0.0%
0.0005
1
<0.1%
0
0.0%
0.0006
1
<0.1%
0
0.0%
0.0007
1
<0.1%
0
0.0%
0.0009
1
<0.1%
0
0.0%
0.001
2
<0.1%
0
0.0%
0.0011
2
<0.1%
0
0.0%
0.0012
1
<0.1%
0
0.0%
0.0013
2
<0.1%
0
0.0%
0.0014
2
<0.1%
0
0.0%
0.0015
1
<0.1%
0
0.0%
0.0016
4
<0.1%
0
0.0%
LARGEST VALUES
1.0
13
0.1%
0
0.0%
0.9338
1
<0.1%
0
0.0%
0.8896
4
<0.1%
0
0.0%
0.889
1
<0.1%
0
0.0%
0.8765
1
<0.1%
0
0.0%
0.8751
1
<0.1%
0
0.0%
0.8474
1
<0.1%
0
0.0%
0.8308
1
<0.1%
0
0.0%
0.7999
1
<0.1%
0
0.0%
0.7705
1
<0.1%
0
0.0%
0.7663
1
<0.1%
0
0.0%
0.7491
1
<0.1%
0
0.0%
0.7321
1
<0.1%
0
0.0%
0.7246
1
<0.1%
0
0.0%
0.7243
1
<0.1%
0
0.0%
LIVINGAREA_MODE
MISSING:
15,290
(50%)
114
(66%)
MOST FREQUENT VALUES
0.0
44
0.3%
0
0.0%
0.0662
27
0.2%
0
0.0%
0.0656
26
0.2%
0
0.0%
0.0652
26
0.2%
0
0.0%
0.0539
26
0.2%
0
0.0%
0.0548
25
0.2%
0
0.0%
0.053
25
0.2%
1
1.7%
0.0538
25
0.2%
0
0.0%
0.0525
25
0.2%
0
0.0%
0.0552
24
0.2%
0
0.0%
0.0733
24
0.2%
0
0.0%
0.0531
24
0.2%
0
0.0%
0.0536
24
0.2%
1
1.7%
0.0086
24
0.2%
1
1.7%
0.0532
24
0.2%
0
0.0%
SMALLEST VALUES
0.0
44
0.3%
0
0.0%
0.0002
2
<0.1%
0
0.0%
0.0003
1
<0.1%
0
0.0%
0.0004
2
<0.1%
0
0.0%
0.0007
5
<0.1%
0
0.0%
0.0008
5
<0.1%
0
0.0%
0.0009
5
<0.1%
0
0.0%
0.001
7
<0.1%
0
0.0%
0.0011
12
<0.1%
0
0.0%
0.0012
8
<0.1%
0
0.0%
0.0013
7
<0.1%
0
0.0%
0.0014
8
<0.1%
0
0.0%
0.0015
4
<0.1%
1
1.7%
0.0016
7
<0.1%
0
0.0%
0.0017
8
<0.1%
0
0.0%
LARGEST VALUES
1.0
14
<0.1%
0
0.0%
0.9922
1
<0.1%
0
0.0%
0.9641
1
<0.1%
0
0.0%
0.9388
1
<0.1%
0
0.0%
0.912
1
<0.1%
0
0.0%
0.9021
1
<0.1%
0
0.0%
0.8932
1
<0.1%
0
0.0%
0.8907
1
<0.1%
0
0.0%
0.8864
1
<0.1%
0
0.0%
0.8759
1
<0.1%
0
0.0%
0.8587
1
<0.1%
0
0.0%
0.852
1
<0.1%
0
0.0%
0.8365
1
<0.1%
0
0.0%
0.8282
1
<0.1%
0
0.0%
0.8273
1
<0.1%
0
0.0%
NONLIVINGAREA_MODE
MISSING:
16,884
(55%)
121
(70%)
MOST FREQUENT VALUES
0.0
6,690
48.8%
26
50.0%
0.0046
55
0.4%
0
0.0%
0.0033
50
0.4%
0
0.0%
0.0047
48
0.4%
0
0.0%
0.0011
46
0.3%
0
0.0%
0.003
45
0.3%
1
1.9%
0.0023
40
0.3%
0
0.0%
0.0012
39
0.3%
0
0.0%
0.0055
39
0.3%
0
0.0%
0.0044
38
0.3%
0
0.0%
0.0056
37
0.3%
1
1.9%
0.006
36
0.3%
0
0.0%
0.0013
35
0.3%
0
0.0%
0.004
35
0.3%
0
0.0%
0.0038
35
0.3%
1
1.9%
SMALLEST VALUES
0.0
6,690
48.8%
26
50.0%
0.0001
12
<0.1%
0
0.0%
0.0002
14
0.1%
0
0.0%
0.0003
8
<0.1%
0
0.0%
0.0004
10
<0.1%
0
0.0%
0.0005
16
0.1%
0
0.0%
0.0006
24
0.2%
0
0.0%
0.0007
11
<0.1%
0
0.0%
0.0008
16
0.1%
0
0.0%
0.0009
15
0.1%
0
0.0%
0.001
31
0.2%
0
0.0%
0.0011
46
0.3%
0
0.0%
0.0012
39
0.3%
0
0.0%
0.0013
35
0.3%
0
0.0%
0.0014
33
0.2%
0
0.0%
LARGEST VALUES
1.0
12
<0.1%
0
0.0%
0.9878
1
<0.1%
0
0.0%
0.9633
1
<0.1%
0
0.0%
0.9343
2
<0.1%
0
0.0%
0.8868
1
<0.1%
0
0.0%
0.878
1
<0.1%
0
0.0%
0.8581
1
<0.1%
0
0.0%
0.8455
1
<0.1%
0
0.0%
0.8388
1
<0.1%
0
0.0%
0.7933
1
<0.1%
0
0.0%
0.7641
1
<0.1%
0
0.0%
0.7623
1
<0.1%
0
0.0%
0.7551
1
<0.1%
0
0.0%
0.7481
2
<0.1%
0
0.0%
0.7456
1
<0.1%
0
0.0%
APARTMENTS_MEDI
MISSING:
15,515
(51%)
116
(67%)
MOST FREQUENT VALUES
0.0833
746
5.0%
2
3.5%
0.0625
645
4.3%
4
7.0%
0.0937
503
3.3%
4
7.0%
0.0729
441
2.9%
6
10.5%
0.0083
368
2.4%
3
5.3%
0.0167
349
2.3%
1
1.8%
0.1499
324
2.2%
0
0.0%
0.1041
318
2.1%
1
1.8%
0.0749
274
1.8%
2
3.5%
0.0125
264
1.8%
1
1.8%
0.1124
216
1.4%
0
0.0%
0.1249
194
1.3%
0
0.0%
0.0666
192
1.3%
0
0.0%
0.0187
188
1.2%
0
0.0%
0.1239
177
1.2%
0
0.0%
SMALLEST VALUES
0.0
65
0.4%
0
0.0%
0.001
17
0.1%
0
0.0%
0.0016
2
<0.1%
0
0.0%
0.0021
75
0.5%
1
1.8%
0.0026
1
<0.1%
0
0.0%
0.0031
34
0.2%
0
0.0%
0.0036
2
<0.1%
0
0.0%
0.0042
96
0.6%
1
1.8%
0.0047
1
<0.1%
0
0.0%
0.0052
32
0.2%
0
0.0%
0.0057
2
<0.1%
0
0.0%
0.0062
42
0.3%
0
0.0%
0.0068
1
<0.1%
0
0.0%
0.0073
17
0.1%
1
1.8%
0.0078
2
<0.1%
0
0.0%
LARGEST VALUES
1.0
16
0.1%
0
0.0%
0.9972
1
<0.1%
0
0.0%
0.9649
1
<0.1%
0
0.0%
0.9098
1
<0.1%
0
0.0%
0.8973
1
<0.1%
0
0.0%
0.8909999999999999
1
<0.1%
0
0.0%
0.89
1
<0.1%
0
0.0%
0.8848
1
<0.1%
0
0.0%
0.8744
1
<0.1%
0
0.0%
0.8614
1
<0.1%
0
0.0%
0.8483
1
<0.1%
0
0.0%
0.8327
1
<0.1%
0
0.0%
0.8275
1
<0.1%
0
0.0%
0.7828
2
<0.1%
0
0.0%
0.7672
2
<0.1%
0
0.0%
BASEMENTAREA_MEDI
MISSING:
17,882
(58%)
121
(70%)
MOST FREQUENT VALUES
0.0
1,519
12.0%
8
15.4%
0.1091
34
0.3%
0
0.0%
0.0805
29
0.2%
0
0.0%
0.0727
29
0.2%
0
0.0%
0.0803
29
0.2%
0
0.0%
0.0545
28
0.2%
0
0.0%
0.0797
26
0.2%
0
0.0%
0.0818
25
0.2%
0
0.0%
0.08
25
0.2%
0
0.0%
0.0745
24
0.2%
1
1.9%
0.0709
24
0.2%
0
0.0%
0.0819999999999999
22
0.2%
0
0.0%
0.0625
22
0.2%
0
0.0%
0.0793
22
0.2%
0
0.0%
0.0718
21
0.2%
0
0.0%
SMALLEST VALUES
0.0
1,519
12.0%
8
15.4%
0.0001
11
<0.1%
0
0.0%
0.0002
5
<0.1%
0
0.0%
0.0004
3
<0.1%
0
0.0%
0.0005
10
<0.1%
0
0.0%
0.0007
2
<0.1%
0
0.0%
0.0008
4
<0.1%
0
0.0%
0.0009
2
<0.1%
0
0.0%
0.001
2
<0.1%
0
0.0%
0.0011
8
<0.1%
0
0.0%
0.0012
3
<0.1%
0
0.0%
0.0013
1
<0.1%
0
0.0%
0.0014
3
<0.1%
0
0.0%
0.0015
4
<0.1%
0
0.0%
0.0016
3
<0.1%
0
0.0%
LARGEST VALUES
1.0
7
<0.1%
0
0.0%
0.955
1
<0.1%
0
0.0%
0.8165
1
<0.1%
0
0.0%
0.815
2
<0.1%
0
0.0%
0.7834
1
<0.1%
0
0.0%
0.7517
1
<0.1%
0
0.0%
0.7471
1
<0.1%
0
0.0%
0.7299
1
<0.1%
0
0.0%
0.7292
2
<0.1%
0
0.0%
0.7225
1
<0.1%
0
0.0%
0.7090000000000001
1
<0.1%
0
0.0%
0.7046
1
<0.1%
0
0.0%
0.6709999999999999
2
<0.1%
0
0.0%
0.6268
1
<0.1%
0
0.0%
0.6136
1
<0.1%
0
0.0%
YEARS_BEGINEXPLUATATION_MEDI
MISSING:
14,830
(48%)
115
(66%)
MOST FREQUENT VALUES
0.9806
448
2.8%
1
1.7%
0.9851
438
2.8%
6
10.3%
0.9861
424
2.7%
1
1.7%
0.9876
423
2.7%
1
1.7%
0.9871
417
2.6%
1
1.7%
0.9866
409
2.6%
2
3.4%
0.9801
408
2.6%
2
3.4%
0.9821
405
2.6%
1
1.7%
0.9816
404
2.6%
1
1.7%
0.9856
401
2.5%
1
1.7%
0.9781
400
2.5%
0
0.0%
0.9796
398
2.5%
0
0.0%
0.9811
393
2.5%
1
1.7%
0.9826
382
2.4%
1
1.7%
0.9786
382
2.4%
2
3.4%
SMALLEST VALUES
0.0
49
0.3%
0
0.0%
0.0969
1
<0.1%
0
0.0%
0.0979
1
<0.1%
0
0.0%
0.4789
1
<0.1%
0
0.0%
0.4863
1
<0.1%
0
0.0%
0.4883
1
<0.1%
0
0.0%
0.4893
1
<0.1%
0
0.0%
0.4898
1
<0.1%
0
0.0%
0.4903
1
<0.1%
0
0.0%
0.4938
1
<0.1%
0
0.0%
0.5941
1
<0.1%
0
0.0%
0.6841
1
<0.1%
0
0.0%
0.8922
1
<0.1%
0
0.0%
0.9001
1
<0.1%
0
0.0%
0.9121
1
<0.1%
0
0.0%
LARGEST VALUES
1.0
35
0.2%
0
0.0%
0.9995
72
0.5%
0
0.0%
0.999
82
0.5%
0
0.0%
0.9985
113
0.7%
0
0.0%
0.998
89
0.6%
0
0.0%
0.9975
108
0.7%
0
0.0%
0.997
116
0.7%
0
0.0%
0.9965
96
0.6%
1
1.7%
0.996
90
0.6%
0
0.0%
0.9955
72
0.5%
0
0.0%
0.995
71
0.5%
0
0.0%
0.9945
66
0.4%
0
0.0%
0.994
73
0.5%
0
0.0%
0.9935
60
0.4%
1
1.7%
0.993
66
0.4%
0
0.0%
ELEVATORS_MEDI
MISSING:
16,245
(53%)
121
(70%)
MOST FREQUENT VALUES
0.0
8,692
60.6%
42
80.8%
0.08
1,067
7.4%
3
5.8%
0.16
952
6.6%
2
3.8%
0.24
618
4.3%
2
3.8%
0.12
576
4.0%
1
1.9%
0.04
458
3.2%
1
1.9%
0.2
415
2.9%
0
0.0%
0.32
304
2.1%
1
1.9%
0.28
247
1.7%
0
0.0%
0.4
167
1.2%
0
0.0%
0.36
140
1.0%
0
0.0%
0.48
116
0.8%
0
0.0%
0.44
75
0.5%
0
0.0%
0.56
49
0.3%
0
0.0%
0.02
47
0.3%
0
0.0%
SMALLEST VALUES
0.0
8,692
60.6%
42
80.8%
0.02
47
0.3%
0
0.0%
0.04
458
3.2%
1
1.9%
0.06
44
0.3%
0
0.0%
0.08
1,067
7.4%
3
5.8%
0.1
46
0.3%
0
0.0%
0.12
576
4.0%
1
1.9%
0.14
37
0.3%
0
0.0%
0.16
952
6.6%
2
3.8%
0.18
27
0.2%
0
0.0%
0.2
415
2.9%
0
0.0%
0.22
18
0.1%
0
0.0%
0.24
618
4.3%
2
3.8%
0.26
19
0.1%
0
0.0%
0.28
247
1.7%
0
0.0%
LARGEST VALUES
1.0
17
0.1%
0
0.0%
0.96
11
<0.1%
0
0.0%
0.9
1
<0.1%
0
0.0%
0.88
3
<0.1%
0
0.0%
0.84
4
<0.1%
0
0.0%
0.8
19
0.1%
0
0.0%
0.78
2
<0.1%
0
0.0%
0.76
4
<0.1%
0
0.0%
0.74
1
<0.1%
0
0.0%
0.72
14
<0.1%
0
0.0%
0.68
8
<0.1%
0
0.0%
0.64
45
0.3%
0
0.0%
0.6
34
0.2%
0
0.0%
0.56
49
0.3%
0
0.0%
0.54
2
<0.1%
0
0.0%
ENTRANCES_MEDI
MISSING:
15,364
(50%)
115
(66%)
MOST FREQUENT VALUES
0.1379
3,582
23.5%
14
24.1%
0.069
2,379
15.6%
8
13.8%
0.2069
2,015
13.2%
9
15.5%
0.1034
2,004
13.2%
9
15.5%
0.0345
1,612
10.6%
7
12.1%
0.1724
909
6.0%
2
3.4%
0.2759
821
5.4%
3
5.2%
0.2414
448
2.9%
1
1.7%
0.3103
217
1.4%
0
0.0%
0.3448
212
1.4%
1
1.7%
0.1207
127
0.8%
0
0.0%
0.0862
121
0.8%
0
0.0%
0.4138
115
0.8%
1
1.7%
0.3793
103
0.7%
0
0.0%
0.1552
89
0.6%
0
0.0%
SMALLEST VALUES
0.0
25
0.2%
1
1.7%
0.0345
1,612
10.6%
7
12.1%
0.0517
55
0.4%
0
0.0%
0.069
2,379
15.6%
8
13.8%
0.0862
121
0.8%
0
0.0%
0.1034
2,004
13.2%
9
15.5%
0.1207
127
0.8%
0
0.0%
0.1379
3,582
23.5%
14
24.1%
0.1552
89
0.6%
0
0.0%
0.1724
909
6.0%
2
3.4%
0.1897
51
0.3%
0
0.0%
0.2069
2,015
13.2%
9
15.5%
0.2241
36
0.2%
0
0.0%
0.2414
448
2.9%
1
1.7%
0.2586
12
<0.1%
0
0.0%
LARGEST VALUES
1.0
13
<0.1%
1
1.7%
0.9655
3
<0.1%
0
0.0%
0.931
5
<0.1%
0
0.0%
0.8966
4
<0.1%
0
0.0%
0.8621
2
<0.1%
0
0.0%
0.8276
5
<0.1%
0
0.0%
0.7931
2
<0.1%
0
0.0%
0.7586
1
<0.1%
0
0.0%
0.7241
2
<0.1%
1
1.7%
0.6897
11
<0.1%
0
0.0%
0.6552
7
<0.1%
0
0.0%
0.6207
20
0.1%
0
0.0%
0.5862
20
0.1%
0
0.0%
0.5517
38
0.2%
0
0.0%
0.5172
35
0.2%
0
0.0%
FLOORSMAX_MEDI
MISSING:
15,200
(50%)
114
(66%)
MOST FREQUENT VALUES
0.1667
6,337
41.2%
29
49.2%
0.3333
3,362
21.9%
9
15.3%
0.0417
1,512
9.8%
8
13.6%
0.375
751
4.9%
0
0.0%
0.125
695
4.5%
5
8.5%
0.0833
634
4.1%
2
3.4%
0.4583
321
2.1%
0
0.0%
0.0
287
1.9%
3
5.1%
0.625
228
1.5%
0
0.0%
0.5417
193
1.3%
1
1.7%
0.25
160
1.0%
1
1.7%
0.6667
153
1.0%
0
0.0%
0.2083
151
1.0%
1
1.7%
0.3542
58
0.4%
0
0.0%
0.1042
48
0.3%
0
0.0%
SMALLEST VALUES
0.0
287
1.9%
3
5.1%
0.0208
12
<0.1%
0
0.0%
0.0417
1,512
9.8%
8
13.6%
0.0625
13
<0.1%
0
0.0%
0.0833
634
4.1%
2
3.4%
0.1042
48
0.3%
0
0.0%
0.125
695
4.5%
5
8.5%
0.1458
29
0.2%
0
0.0%
0.1667
6,337
41.2%
29
49.2%
0.1875
34
0.2%
0
0.0%
0.2083
151
1.0%
1
1.7%
0.2292
18
0.1%
0
0.0%
0.25
160
1.0%
1
1.7%
0.2708
22
0.1%
0
0.0%
0.2917
42
0.3%
0
0.0%
LARGEST VALUES
1.0
17
0.1%
0
0.0%
0.9583
9
<0.1%
0
0.0%
0.9375
1
<0.1%
0
0.0%
0.9167
2
<0.1%
0
0.0%
0.875
22
0.1%
0
0.0%
0.8333
5
<0.1%
0
0.0%
0.8125
1
<0.1%
0
0.0%
0.7917
5
<0.1%
0
0.0%
0.7708
3
<0.1%
0
0.0%
0.75
16
0.1%
0
0.0%
0.7292
2
<0.1%
0
0.0%
0.7083
16
0.1%
0
0.0%
0.6875
1
<0.1%
0
0.0%
0.6667
153
1.0%
0
0.0%
0.6458
2
<0.1%
0
0.0%
LANDAREA_MEDI
MISSING:
18,135
(59%)
120
(69%)
MOST FREQUENT VALUES
0.0
1,582
12.7%
7
13.2%
0.0161
23
0.2%
0
0.0%
0.0178
23
0.2%
0
0.0%
0.0482
22
0.2%
0
0.0%
0.0152
22
0.2%
0
0.0%
0.0642
21
0.2%
0
0.0%
0.0156
20
0.2%
0
0.0%
0.0183
20
0.2%
0
0.0%
0.0141
20
0.2%
0
0.0%
0.0337
19
0.2%
0
0.0%
0.0206
19
0.2%
0
0.0%
0.0177
19
0.2%
0
0.0%
0.0321
19
0.2%
1
1.9%
0.0401
18
0.1%
0
0.0%
0.0449
18
0.1%
0
0.0%
SMALLEST VALUES
0.0
1,582
12.7%
7
13.2%
0.0001
1
<0.1%
0
0.0%
0.0002
1
<0.1%
0
0.0%
0.0003
2
<0.1%
0
0.0%
0.0004
1
<0.1%
0
0.0%
0.0006
1
<0.1%
0
0.0%
0.0007
1
<0.1%
0
0.0%
0.0009
3
<0.1%
0
0.0%
0.001
1
<0.1%
0
0.0%
0.0011
3
<0.1%
0
0.0%
0.0013
2
<0.1%
0
0.0%
0.0014
2
<0.1%
0
0.0%
0.0015
1
<0.1%
0
0.0%
0.0016
5
<0.1%
0
0.0%
0.0017
3
<0.1%
0
0.0%
LARGEST VALUES
1.0
13
0.1%
0
0.0%
0.9289
1
<0.1%
0
0.0%
0.8849
4
<0.1%
0
0.0%
0.8843
1
<0.1%
0
0.0%
0.8719
1
<0.1%
0
0.0%
0.8705
1
<0.1%
0
0.0%
0.8429
1
<0.1%
0
0.0%
0.8264
1
<0.1%
0
0.0%
0.7956
1
<0.1%
0
0.0%
0.7664
1
<0.1%
0
0.0%
0.7623
1
<0.1%
0
0.0%
0.7451
1
<0.1%
0
0.0%
0.7282
1
<0.1%
0
0.0%
0.7207
1
<0.1%
0
0.0%
0.7204
1
<0.1%
0
0.0%
LIVINGAREA_MEDI
MISSING:
15,290
(50%)
114
(66%)
MOST FREQUENT VALUES
0.0527
28
0.2%
0
0.0%
0.0
27
0.2%
0
0.0%
0.0513
27
0.2%
0
0.0%
0.0519
26
0.2%
0
0.0%
0.0524
25
0.2%
1
1.7%
0.0549
25
0.2%
0
0.0%
0.072
25
0.2%
0
0.0%
0.0102
24
0.2%
0
0.0%
0.0908
24
0.2%
0
0.0%
0.0718
24
0.2%
0
0.0%
0.0518
24
0.2%
0
0.0%
0.0637
24
0.2%
0
0.0%
0.0508
23
0.2%
0
0.0%
0.0653
23
0.2%
0
0.0%
0.0648
23
0.2%
0
0.0%
SMALLEST VALUES
0.0
27
0.2%
0
0.0%
0.0002
2
<0.1%
0
0.0%
0.0004
2
<0.1%
0
0.0%
0.0006
1
<0.1%
0
0.0%
0.0007
3
<0.1%
0
0.0%
0.0008
6
<0.1%
0
0.0%
0.0009
4
<0.1%
0
0.0%
0.001
5
<0.1%
0
0.0%
0.0011
8
<0.1%
0
0.0%
0.0012
8
<0.1%
0
0.0%
0.0013
8
<0.1%
0
0.0%
0.0014
5
<0.1%
1
1.7%
0.0015
6
<0.1%
0
0.0%
0.0016
9
<0.1%
0
0.0%
0.0017
4
<0.1%
0
0.0%
LARGEST VALUES
1.0
15
<0.1%
0
0.0%
0.9931
1
<0.1%
0
0.0%
0.9694
1
<0.1%
0
0.0%
0.942
1
<0.1%
0
0.0%
0.9172
1
<0.1%
0
0.0%
0.8911
2
<0.1%
0
0.0%
0.8909999999999999
1
<0.1%
0
0.0%
0.8814
1
<0.1%
0
0.0%
0.8727
1
<0.1%
0
0.0%
0.8703
1
<0.1%
0
0.0%
0.8661
1
<0.1%
0
0.0%
0.8558
1
<0.1%
0
0.0%
0.8523
1
<0.1%
0
0.0%
0.8390000000000001
1
<0.1%
0
0.0%
0.8324
1
<0.1%
0
0.0%
NONLIVINGAREA_MEDI
MISSING:
16,884
(55%)
121
(70%)
MOST FREQUENT VALUES
0.0
6,054
44.2%
24
46.2%
0.0037
56
0.4%
1
1.9%
0.0029
48
0.4%
0
0.0%
0.0023
47
0.3%
0
0.0%
0.0011
46
0.3%
0
0.0%
0.0046
45
0.3%
0
0.0%
0.0045
45
0.3%
0
0.0%
0.0044
45
0.3%
0
0.0%
0.0012
44
0.3%
0
0.0%
0.0031
43
0.3%
0
0.0%
0.001
43
0.3%
0
0.0%
0.0032
43
0.3%
0
0.0%
0.0053
42
0.3%
0
0.0%
0.0022
41
0.3%
0
0.0%
0.0025
37
0.3%
0
0.0%
SMALLEST VALUES
0.0
6,054
44.2%
24
46.2%
0.0001
16
0.1%
0
0.0%
0.0002
8
<0.1%
0
0.0%
0.0003
9
<0.1%
0
0.0%
0.0004
15
0.1%
0
0.0%
0.0005
25
0.2%
0
0.0%
0.0006
21
0.2%
0
0.0%
0.0007
19
0.1%
0
0.0%
0.0008
18
0.1%
0
0.0%
0.0009
21
0.2%
0
0.0%
0.001
43
0.3%
0
0.0%
0.0011
46
0.3%
0
0.0%
0.0012
44
0.3%
0
0.0%
0.0013
36
0.3%
0
0.0%
0.0014
19
0.1%
0
0.0%
LARGEST VALUES
1.0
11
<0.1%
0
0.0%
0.9759
1
<0.1%
0
0.0%
0.9526
1
<0.1%
0
0.0%
0.929
1
<0.1%
0
0.0%
0.9011
1
<0.1%
0
0.0%
0.901
1
<0.1%
0
0.0%
0.8552
1
<0.1%
0
0.0%
0.8468
1
<0.1%
0
0.0%
0.8276
1
<0.1%
0
0.0%
0.8154
1
<0.1%
0
0.0%
0.8089
1
<0.1%
0
0.0%
0.765
1
<0.1%
0
0.0%
0.7618
1
<0.1%
0
0.0%
0.7369
1
<0.1%
0
0.0%
0.7352
1
<0.1%
0
0.0%
TOTALAREA_MODE
MISSING:
14,689
(48%)
114
(66%)
MOST FREQUENT VALUES
0.0
52
0.3%
0
0.0%
0.0572
29
0.2%
0
0.0%
0.05
29
0.2%
1
1.7%
0.0563
29
0.2%
1
1.7%
0.0551
28
0.2%
0
0.0%
0.0083
26
0.2%
0
0.0%
0.0086
26
0.2%
0
0.0%
0.0689
25
0.2%
0
0.0%
0.0544
25
0.2%
0
0.0%
0.0512
25
0.2%
0
0.0%
0.0536
25
0.2%
0
0.0%
0.0538
24
0.2%
0
0.0%
0.057
24
0.2%
0
0.0%
0.0543
24
0.2%
0
0.0%
0.0435
24
0.2%
0
0.0%
SMALLEST VALUES
0.0
52
0.3%
0
0.0%
0.0001
1
<0.1%
0
0.0%
0.0003
2
<0.1%
0
0.0%
0.0004
1
<0.1%
0
0.0%
0.0005
1
<0.1%
0
0.0%
0.0006
4
<0.1%
0
0.0%
0.0007
2
<0.1%
0
0.0%
0.0008
8
<0.1%
0
0.0%
0.0009
7
<0.1%
0
0.0%
0.001
3
<0.1%
0
0.0%
0.0011
7
<0.1%
0
0.0%
0.0012
8
<0.1%
0
0.0%
0.0013
10
<0.1%
0
0.0%
0.0014
16
0.1%
1
1.7%
0.0015
12
<0.1%
1
1.7%
LARGEST VALUES
1.0
21
0.1%
0
0.0%
0.979
1
<0.1%
0
0.0%
0.975
1
<0.1%
0
0.0%
0.9749
1
<0.1%
0
0.0%
0.9486
3
<0.1%
0
0.0%
0.9468
1
<0.1%
0
0.0%
0.8943
1
<0.1%
0
0.0%
0.8901
1
<0.1%
0
0.0%
0.8856
1
<0.1%
0
0.0%
0.8846
1
<0.1%
0
0.0%
0.8569
1
<0.1%
0
0.0%
0.8533
1
<0.1%
0
0.0%
0.8381
1
<0.1%
0
0.0%
0.8341
1
<0.1%
0
0.0%
0.8301
1
<0.1%
0
0.0%
OBS_30_CNT_SOCIAL_CIRCLE
MISSING:
104
(<1%)
---
MOST FREQUENT VALUES
0.0
16,337
53.6%
96
55.5%
1.0
4,785
15.7%
23
13.3%
2.0
2,973
9.8%
16
9.2%
3.0
2,015
6.6%
9
5.2%
4.0
1,390
4.6%
11
6.4%
5.0
959
3.1%
6
3.5%
6.0
687
2.3%
4
2.3%
7.0
438
1.4%
3
1.7%
8.0
294
1.0%
1
0.6%
9.0
184
0.6%
1
0.6%
10.0
152
0.5%
1
0.6%
11.0
79
0.3%
0
0.0%
12.0
56
0.2%
0
0.0%
13.0
37
0.1%
1
0.6%
14.0
28
<0.1%
1
0.6%
SMALLEST VALUES
0.0
16,337
53.6%
96
55.5%
1.0
4,785
15.7%
23
13.3%
2.0
2,973
9.8%
16
9.2%
3.0
2,015
6.6%
9
5.2%
4.0
1,390
4.6%
11
6.4%
5.0
959
3.1%
6
3.5%
6.0
687
2.3%
4
2.3%
7.0
438
1.4%
3
1.7%
8.0
294
1.0%
1
0.6%
9.0
184
0.6%
1
0.6%
10.0
152
0.5%
1
0.6%
11.0
79
0.3%
0
0.0%
12.0
56
0.2%
0
0.0%
13.0
37
0.1%
1
0.6%
14.0
28
<0.1%
1
0.6%
LARGEST VALUES
25.0
2
<0.1%
0
0.0%
24.0
3
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
21.0
2
<0.1%
0
0.0%
20.0
3
<0.1%
0
0.0%
19.0
4
<0.1%
0
0.0%
18.0
4
<0.1%
0
0.0%
17.0
7
<0.1%
0
0.0%
16.0
16
<0.1%
0
0.0%
15.0
19
<0.1%
0
0.0%
14.0
28
<0.1%
1
0.6%
13.0
37
0.1%
1
0.6%
12.0
56
0.2%
0
0.0%
11.0
79
0.3%
0
0.0%
10.0
152
0.5%
1
0.6%
DEF_30_CNT_SOCIAL_CIRCLE
MISSING:
104
(<1%)
---
TOP CATEGORIES
0.0
26,932
88%
140
81%
1.0
2,905
10%
19
11%
2.0
499
2%
11
6%
3.0
104
<1%
2
1%
4.0
32
<1%
1
<1%
5.0
2
<1%
0
0%
6.0
1
<1%
0
0%
ALL
30,475
100%
173
100%
OBS_60_CNT_SOCIAL_CIRCLE
MISSING:
104
(<1%)
---
MOST FREQUENT VALUES
0.0
16,420
53.9%
96
55.5%
1.0
4,786
15.7%
24
13.9%
2.0
2,964
9.7%
15
8.7%
3.0
2,007
6.6%
9
5.2%
4.0
1,374
4.5%
11
6.4%
5.0
954
3.1%
6
3.5%
6.0
686
2.3%
4
2.3%
7.0
412
1.4%
3
1.7%
8.0
291
1.0%
1
0.6%
9.0
188
0.6%
1
0.6%
10.0
138
0.5%
1
0.6%
11.0
76
0.2%
0
0.0%
12.0
54
0.2%
0
0.0%
13.0
40
0.1%
1
0.6%
14.0
27
<0.1%
1
0.6%
SMALLEST VALUES
0.0
16,420
53.9%
96
55.5%
1.0
4,786
15.7%
24
13.9%
2.0
2,964
9.7%
15
8.7%
3.0
2,007
6.6%
9
5.2%
4.0
1,374
4.5%
11
6.4%
5.0
954
3.1%
6
3.5%
6.0
686
2.3%
4
2.3%
7.0
412
1.4%
3
1.7%
8.0
291
1.0%
1
0.6%
9.0
188
0.6%
1
0.6%
10.0
138
0.5%
1
0.6%
11.0
76
0.2%
0
0.0%
12.0
54
0.2%
0
0.0%
13.0
40
0.1%
1
0.6%
14.0
27
<0.1%
1
0.6%
LARGEST VALUES
25.0
1
<0.1%
0
0.0%
24.0
3
<0.1%
0
0.0%
23.0
2
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
20.0
4
<0.1%
0
0.0%
19.0
4
<0.1%
0
0.0%
18.0
4
<0.1%
0
0.0%
17.0
6
<0.1%
0
0.0%
16.0
16
<0.1%
0
0.0%
15.0
17
<0.1%
0
0.0%
14.0
27
<0.1%
1
0.6%
13.0
40
0.1%
1
0.6%
12.0
54
0.2%
0
0.0%
11.0
76
0.2%
0
0.0%
10.0
138
0.5%
1
0.6%
DAYS_LAST_PHONE_CHANGE
MISSING:
---
---
MOST FREQUENT VALUES
0.0
3,777
12.4%
24
13.9%
1.0
292
1.0%
4
2.3%
2.0
230
0.8%
0
0.0%
3.0
182
0.6%
0
0.0%
4.0
122
0.4%
0
0.0%
5.0
68
0.2%
0
0.0%
6.0
53
0.2%
0
0.0%
7.0
40
0.1%
1
0.6%
352.0
33
0.1%
0
0.0%
499.0
28
<0.1%
0
0.0%
461.0
27
<0.1%
0
0.0%
347.0
27
<0.1%
1
0.6%
532.0
26
<0.1%
1
0.6%
9.0
26
<0.1%
0
0.0%
609.0
26
<0.1%
0
0.0%
SMALLEST VALUES
0.0
3,777
12.4%
24
13.9%
1.0
292
1.0%
4
2.3%
2.0
230
0.8%
0
0.0%
3.0
182
0.6%
0
0.0%
4.0
122
0.4%
0
0.0%
5.0
68
0.2%
0
0.0%
6.0
53
0.2%
0
0.0%
7.0
40
0.1%
1
0.6%
8.0
25
<0.1%
0
0.0%
9.0
26
<0.1%
0
0.0%
10.0
11
<0.1%
2
1.2%
11.0
25
<0.1%
0
0.0%
12.0
13
<0.1%
0
0.0%
13.0
16
<0.1%
0
0.0%
14.0
12
<0.1%
0
0.0%
LARGEST VALUES
4185.0
1
<0.1%
0
0.0%
3967.0
1
<0.1%
0
0.0%
3884.0
1
<0.1%
0
0.0%
3856.0
1
<0.1%
0
0.0%
3770.0
1
<0.1%
0
0.0%
3769.0
1
<0.1%
0
0.0%
3755.0
1
<0.1%
0
0.0%
3747.0
1
<0.1%
0
0.0%
3740.0
1
<0.1%
0
0.0%
3700.0
1
<0.1%
0
0.0%
3699.0
1
<0.1%
0
0.0%
3697.0
1
<0.1%
0
0.0%
3690.0
1
<0.1%
0
0.0%
3686.0
1
<0.1%
0
0.0%
3679.0
1
<0.1%
0
0.0%
FLAG_DOCUMENT_3
MISSING:
---
---
TOP CATEGORIES
1
21,611
71%
149
86%
0
8,968
29%
24
14%
ALL
30,579
100%
173
100%
AMT_REQ_CREDIT_BUREAU_MON
MISSING:
4,118
(13%)
34
(20%)
MOST FREQUENT VALUES
0.0
22,042
83.3%
122
87.8%
1.0
3,365
12.7%
16
11.5%
2.0
524
2.0%
1
0.7%
3.0
198
0.7%
0
0.0%
4.0
116
0.4%
0
0.0%
5.0
54
0.2%
0
0.0%
6.0
38
0.1%
0
0.0%
7.0
32
0.1%
0
0.0%
11.0
19
<0.1%
0
0.0%
9.0
17
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
10.0
11
<0.1%
0
0.0%
12.0
10
<0.1%
0
0.0%
13.0
9
<0.1%
0
0.0%
15.0
4
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,042
83.3%
122
87.8%
1.0
3,365
12.7%
16
11.5%
2.0
524
2.0%
1
0.7%
3.0
198
0.7%
0
0.0%
4.0
116
0.4%
0
0.0%
5.0
54
0.2%
0
0.0%
6.0
38
0.1%
0
0.0%
7.0
32
0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
9.0
17
<0.1%
0
0.0%
10.0
11
<0.1%
0
0.0%
11.0
19
<0.1%
0
0.0%
12.0
10
<0.1%
0
0.0%
13.0
9
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
17.0
1
<0.1%
0
0.0%
16.0
3
<0.1%
0
0.0%
15.0
4
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
13.0
9
<0.1%
0
0.0%
12.0
10
<0.1%
0
0.0%
11.0
19
<0.1%
0
0.0%
10.0
11
<0.1%
0
0.0%
9.0
17
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
7.0
32
0.1%
0
0.0%
6.0
38
0.1%
0
0.0%
5.0
54
0.2%
0
0.0%
4.0
116
0.4%
0
0.0%
3.0
198
0.7%
0
0.0%
AMT_REQ_CREDIT_BUREAU_QRT
MISSING:
4,118
(13%)
34
(20%)
TOP CATEGORIES
0.0
21,404
81%
117
84%
1.0
3,365
13%
10
7%
2.0
1,448
5%
10
7%
3.0
194
<1%
2
1%
4.0
43
<1%
0
0%
5.0
3
<1%
0
0%
8.0
1
<1%
0
0%
261.0
1
<1%
0
0%
7.0
1
<1%
0
0%
6.0
1
<1%
0
0%
ALL
26,461
100%
139
100%
AMT_REQ_CREDIT_BUREAU_YEAR
MISSING:
4,118
(13%)
34
(20%)
MOST FREQUENT VALUES
0.0
7,067
26.7%
37
26.6%
1.0
6,243
23.6%
25
18.0%
2.0
5,077
19.2%
25
18.0%
3.0
3,274
12.4%
16
11.5%
4.0
2,133
8.1%
12
8.6%
5.0
1,203
4.5%
5
3.6%
6.0
716
2.7%
7
5.0%
7.0
399
1.5%
5
3.6%
8.0
220
0.8%
5
3.6%
9.0
116
0.4%
2
1.4%
10.0
4
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
7,067
26.7%
37
26.6%
1.0
6,243
23.6%
25
18.0%
2.0
5,077
19.2%
25
18.0%
3.0
3,274
12.4%
16
11.5%
4.0
2,133
8.1%
12
8.6%
5.0
1,203
4.5%
5
3.6%
6.0
716
2.7%
7
5.0%
7.0
399
1.5%
5
3.6%
8.0
220
0.8%
5
3.6%
9.0
116
0.4%
2
1.4%
10.0
4
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
22.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
10.0
4
<0.1%
0
0.0%
9.0
116
0.4%
2
1.4%
8.0
220
0.8%
5
3.6%
7.0
399
1.5%
5
3.6%
6.0
716
2.7%
7
5.0%
5.0
1,203
4.5%
5
3.6%
4.0
2,133
8.1%
12
8.6%
3.0
3,274
12.4%
16
11.5%
CODE_GENDER
MISSING:
---
---
TOP CATEGORIES
F
20,259
66%
86
50%
M
10,320
34%
87
50%
ALL
30,579
100%
173
100%
FLAG_OWN_CAR
MISSING:
---
---
TOP CATEGORIES
N
20,117
66%
142
82%
Y
10,462
34%
31
18%
ALL
30,579
100%
173
100%
FLAG_OWN_REALTY
MISSING:
---
---
TOP CATEGORIES
Y
21,275
70%
106
61%
N
9,304
30%
67
39%
ALL
30,579
100%
173
100%
NAME_TYPE_SUITE
MISSING:
118
(<1%)
---
TOP CATEGORIES
Unaccompanied
24,678
81%
154
89%
Family
4,043
13%
11
6%
Spouse, partner
1,145
4%
7
4%
Children
307
1%
0
0%
Other_B
181
<1%
1
<1%
Other_A
78
<1%
0
0%
Group of people
29
<1%
0
0%
ALL
30,461
100%
173
100%
NAME_INCOME_TYPE
MISSING:
---
---
TOP CATEGORIES
Working
15,783
52%
131
76%
Commercial associate
7,099
23%
26
15%
Pensioner
5,641
18%
5
3%
State servant
2,048
7%
9
5%
Student
4
<1%
0
0%
Maternity leave
2
<1%
0
0%
Unemployed
2
<1%
2
1%
ALL
30,579
100%
173
100%
NAME_EDUCATION_TYPE
MISSING:
---
---
TOP CATEGORIES
Secondary / secondary special
21,585
71%
154
89%
Higher education
7,575
25%
9
5%
Incomplete higher
1,008
3%
5
3%
Lower secondary
392
1%
5
3%
Academic degree
19
<1%
0
0%
ALL
30,579
100%
173
100%
NAME_FAMILY_STATUS
MISSING:
---
---
TOP CATEGORIES
Married
19,665
64%
97
56%
Single / not married
4,482
15%
36
21%
Civil marriage
2,906
10%
23
13%
Separated
1,920
6%
10
6%
Widow
1,606
5%
7
4%
ALL
30,579
100%
173
100%
NAME_HOUSING_TYPE
MISSING:
---
---
TOP CATEGORIES
House / apartment
27,098
89%
143
83%
With parents
1,469
5%
18
10%
Municipal apartment
1,121
4%
5
3%
Rented apartment
499
2%
6
3%
Office apartment
275
<1%
0
0%
Co-op apartment
117
<1%
1
<1%
ALL
30,579
100%
173
100%
OCCUPATION_TYPE
MISSING:
9,745
(32%)
27
(16%)
TOP CATEGORIES
Laborers
5,333
26%
45
31%
Sales staff
3,212
15%
30
21%
Core staff
2,790
13%
10
7%
Managers
2,144
10%
5
3%
Drivers
1,779
9%
18
12%
High skill tech staff
1,143
5%
4
3%
Accountants
971
5%
5
3%
Medicine staff
816
4%
3
2%
Security staff
677
3%
9
6%
Cooking staff
580
3%
7
5%
Cleaning staff
457
2%
4
3%
Private service staff
256
1%
0
0%
Low-skill Laborers
189
<1%
5
3%
Waiters/barmen staff
162
<1%
1
<1%
Secretaries
137
<1%
0
0%
Realty agents
81
<1%
0
0%
HR staff
63
<1%
0
0%
IT staff
44
<1%
0
0%
ALL
20,834
100%
146
100%
WEEKDAY_APPR_PROCESS_START
MISSING:
---
---
TOP CATEGORIES
TUESDAY
5,296
17%
40
23%
WEDNESDAY
5,141
17%
28
16%
MONDAY
5,132
17%
22
13%
THURSDAY
5,024
16%
26
15%
FRIDAY
4,973
16%
32
18%
SATURDAY
3,346
11%
16
9%
SUNDAY
1,667
5%
9
5%
ALL
30,579
100%
173
100%
ORGANIZATION_TYPE
MISSING:
---
---
TOP CATEGORIES
Business Entity Type 3
6,714
22%
51
29%
XNA
5,641
18%
7
4%
Self-employed
3,835
13%
39
23%
Other
1,698
6%
9
5%
Medicine
1,096
4%
4
2%
Business Entity Type 2
1,051
3%
5
3%
Government
1,037
3%
7
4%
School
882
3%
1
<1%
Trade: type 7
758
2%
6
3%
Kindergarten
695
2%
2
1%
Construction
639
2%
5
3%
Business Entity Type 1
609
2%
4
2%
Transport: type 4
525
2%
8
5%
Trade: type 3
380
1%
1
<1%
Industry: type 9
335
1%
2
1%
Security
319
1%
4
2%
Industry: type 3
311
1%
1
<1%
(Other)
4,054
13%
ALL
30,579
100%
173
100%
WALLSMATERIAL_MODE
MISSING:
15,505
(51%)
115
(66%)
TOP CATEGORIES
Panel
6,573
44%
23
40%
Stone, brick
6,470
43%
23
40%
Block
902
6%
5
9%
Wooden
552
4%
4
7%
Mixed
267
2%
3
5%
Monolithic
156
1%
0
0%
Others
154
1%
0
0%
ALL
15,074
100%
58
100%
CREDIT_INCOME_RATIO
MISSING:
---
---
MOST FREQUENT VALUES
2.0
507
1.7%
1
0.6%
3.0
413
1.4%
0
0.0%
2.5
327
1.1%
1
0.6%
5.0
314
1.0%
0
0.0%
3.3333333333333335
279
0.9%
0
0.0%
4.0
229
0.7%
2
1.2%
1.0
188
0.6%
0
0.0%
2.857142857142857
181
0.6%
0
0.0%
1.6666666666666667
175
0.6%
0
0.0%
1.5
157
0.5%
1
0.6%
1.3333333333333333
136
0.4%
0
0.0%
6.0
135
0.4%
0
0.0%
1.6
128
0.4%
0
0.0%
10.0
123
0.4%
0
0.0%
6.666666666666667
115
0.4%
1
0.6%
SMALLEST VALUES
0.103741
1
<0.1%
0
0.0%
0.11637894736842105
1
<0.1%
0
0.0%
0.18564
1
<0.1%
0
0.0%
0.19444444444444445
1
<0.1%
0
0.0%
0.2
1
<0.1%
0
0.0%
0.20590333333333333
1
<0.1%
0
0.0%
0.21294117647058824
1
<0.1%
0
0.0%
0.2222222222222222
1
<0.1%
0
0.0%
0.2264
3
<0.1%
0
0.0%
0.23333333333333334
1
<0.1%
0
0.0%
0.24285714285714285
1
<0.1%
0
0.0%
0.2469818181818182
1
<0.1%
0
0.0%
0.24873333333333333
1
<0.1%
0
0.0%
0.25
2
<0.1%
0
0.0%
0.25274545454545455
1
<0.1%
0
0.0%
LARGEST VALUES
84.73684210526316
1
<0.1%
0
0.0%
34.916666666666664
1
<0.1%
0
0.0%
32.666666666666664
1
<0.1%
0
0.0%
29.95
1
<0.1%
0
0.0%
28.293176470588236
1
<0.1%
0
0.0%
26.175
1
<0.1%
0
0.0%
24.298333333333332
1
<0.1%
0
0.0%
24.081632653061224
1
<0.1%
0
0.0%
23.96
1
<0.1%
0
0.0%
23.706666666666667
1
<0.1%
0
0.0%
23.076923076923077
1
<0.1%
0
0.0%
22.727272727272727
1
<0.1%
0
0.0%
22.61225
1
<0.1%
0
0.0%
22.376
2
<0.1%
0
0.0%
21.78181818181818
1
<0.1%
0
0.0%
CREDIT_ANNUITY_RATIO
MISSING:
---
---
MOST FREQUENT VALUES
20.0
2,929
9.6%
2
1.2%
34.19972640218878
198
0.6%
2
1.2%
34.083333333333336
159
0.5%
1
0.6%
30.844490216271886
147
0.5%
2
1.2%
34.06312197895934
133
0.4%
0
0.0%
20.713404097753642
130
0.4%
0
0.0%
20.45945945945946
125
0.4%
6
3.5%
34.03096818104475
110
0.4%
0
0.0%
36.36363636363637
97
0.3%
0
0.0%
20.437359493153483
89
0.3%
0
0.0%
34.06458645592043
88
0.3%
0
0.0%
30.998140111593305
83
0.3%
0
0.0%
19.584802193497847
80
0.3%
0
0.0%
34.01476433844407
78
0.3%
0
0.0%
20.71875
77
0.3%
1
0.6%
SMALLEST VALUES
8.036674497520229
1
<0.1%
0
0.0%
8.036791314837153
2
<0.1%
0
0.0%
8.037293039704227
1
<0.1%
0
0.0%
8.23045267489712
1
<0.1%
0
0.0%
8.238021638330757
1
<0.1%
0
0.0%
8.244593586875466
2
<0.1%
0
0.0%
8.25072886297376
3
<0.1%
0
0.0%
8.256593014967926
2
<0.1%
0
0.0%
8.276356830941983
1
<0.1%
0
0.0%
8.277879341864717
1
<0.1%
0
0.0%
8.28332337118948
1
<0.1%
0
0.0%
8.284266984505363
1
<0.1%
0
0.0%
8.290704225352112
5
<0.1%
0
0.0%
8.291873963515755
2
<0.1%
0
0.0%
8.302180685358255
5
<0.1%
0
0.0%
LARGEST VALUES
45.30201342281879
1
<0.1%
0
0.0%
45.1697372112597
1
<0.1%
0
0.0%
44.89164086687307
1
<0.1%
0
0.0%
44.87389452997052
1
<0.1%
0
0.0%
41.96978175713486
1
<0.1%
0
0.0%
41.80690876882197
1
<0.1%
0
0.0%
39.702233250620345
1
<0.1%
0
0.0%
39.55974110973747
1
<0.1%
0
0.0%
39.55860920258172
1
<0.1%
0
0.0%
39.55795737446111
1
<0.1%
0
0.0%
39.55696202531646
6
<0.1%
0
0.0%
39.46746494406806
1
<0.1%
0
0.0%
39.46641408161654
1
<0.1%
0
0.0%
39.45238991343621
1
<0.1%
0
0.0%
39.42773459502084
1
<0.1%
0
0.0%
ANNUITY_INCOME_RATIO
MISSING:
---
---
MOST FREQUENT VALUES
0.15
305
1.0%
0
0.0%
0.1
289
0.9%
0
0.0%
0.075
113
0.4%
1
0.6%
0.06666666666666667
102
0.3%
0
0.0%
0.08
101
0.3%
0
0.0%
0.125
95
0.3%
0
0.0%
0.05
91
0.3%
0
0.0%
0.12
87
0.3%
0
0.0%
0.13333333333333333
70
0.2%
0
0.0%
0.14285714285714285
66
0.2%
0
0.0%
0.06
62
0.2%
1
0.6%
0.1375
60
0.2%
0
0.0%
0.05714285714285714
51
0.2%
0
0.0%
0.1125
49
0.2%
0
0.0%
0.08571428571428572
43
0.1%
0
0.0%
SMALLEST VALUES
0.009478
1
<0.1%
0
0.0%
0.009699666666666667
1
<0.1%
0
0.0%
0.009722222222222222
1
<0.1%
0
0.0%
0.01
1
<0.1%
0
0.0%
0.011666666666666667
1
<0.1%
0
0.0%
0.01242
1
<0.1%
0
0.0%
0.013333333333333334
1
<0.1%
0
0.0%
0.013403333333333333
1
<0.1%
0
0.0%
0.013533333333333333
1
<0.1%
0
0.0%
0.014018691588785047
1
<0.1%
0
0.0%
0.01411578947368421
1
<0.1%
0
0.0%
0.014705882352941176
1
<0.1%
0
0.0%
0.015
1
<0.1%
0
0.0%
0.016666666666666666
2
<0.1%
0
0.0%
0.01744186046511628
1
<0.1%
0
0.0%
LARGEST VALUES
1.8759649122807018
1
<0.1%
0
0.0%
1.3739166666666667
1
<0.1%
0
0.0%
1.1578333333333333
1
<0.1%
0
0.0%
1.0469
1
<0.1%
0
0.0%
1.0319166666666666
1
<0.1%
0
0.0%
1.02536
1
<0.1%
0
0.0%
0.948
1
<0.1%
0
0.0%
0.9285333333333333
1
<0.1%
0
0.0%
0.8903
1
<0.1%
0
0.0%
0.8756666666666667
1
<0.1%
0
0.0%
0.8724
1
<0.1%
0
0.0%
0.87
1
<0.1%
0
0.0%
0.8636666666666667
1
<0.1%
0
0.0%
0.848
1
<0.1%
0
0.0%
0.84675
1
<0.1%
0
0.0%
INCOME_ANNUITY_DIFF
MISSING:
---
---
MOST FREQUENT VALUES
121500.0
109
0.4%
0
0.0%
103500.0
103
0.3%
0
0.0%
126000.0
85
0.3%
0
0.0%
76500.0
80
0.3%
0
0.0%
99000.0
77
0.3%
0
0.0%
81000.0
77
0.3%
0
0.0%
114750.0
66
0.2%
0
0.0%
58500.0
59
0.2%
0
0.0%
148500.0
58
0.2%
0
0.0%
166500.0
54
0.2%
0
0.0%
95625.0
53
0.2%
0
0.0%
144000.0
45
0.1%
0
0.0%
135000.0
43
0.1%
0
0.0%
60750.0
39
0.1%
0
0.0%
83250.0
39
0.1%
0
0.0%
SMALLEST VALUES
-22468.5
1
<0.1%
0
0.0%
-20191.5
1
<0.1%
0
0.0%
-4261.5
1
<0.1%
0
0.0%
-2110.5
1
<0.1%
0
0.0%
-1723.5
1
<0.1%
0
0.0%
-1426.5
1
<0.1%
0
0.0%
2340.0
1
<0.1%
0
0.0%
3357.0
1
<0.1%
0
0.0%
4824.0
1
<0.1%
0
0.0%
4936.5
1
<0.1%
0
0.0%
5472.0
1
<0.1%
0
0.0%
5539.5
1
<0.1%
0
0.0%
5953.5
1
<0.1%
0
0.0%
6093.0
1
<0.1%
0
0.0%
6480.0
1
<0.1%
0
0.0%
LARGEST VALUES
13369054.5
1
<0.1%
0
0.0%
4457349.0
1
<0.1%
0
0.0%
2216250.0
1
<0.1%
0
0.0%
1777644.0
1
<0.1%
0
0.0%
1546726.5
1
<0.1%
0
0.0%
1331905.5
1
<0.1%
0
0.0%
1305000.0
1
<0.1%
0
0.0%
1301175.0
1
<0.1%
0
0.0%
1282500.0
1
<0.1%
0
0.0%
1265692.5
1
<0.1%
0
0.0%
1090611.0
1
<0.1%
0
0.0%
1089000.0
1
<0.1%
0
0.0%
1082304.0
1
<0.1%
0
0.0%
1082173.5
1
<0.1%
0
0.0%
1081210.5
1
<0.1%
0
0.0%
CREDIT_GOODS_RATIO
MISSING:
20
(<1%)
---
MOST FREQUENT VALUES
1.0
10,772
35.2%
26
15.0%
1.198
2,527
8.3%
14
8.1%
1.1584
1,489
4.9%
9
5.2%
1.132
1,424
4.7%
8
4.6%
1.1188
1,121
3.7%
1
0.6%
1.396
950
3.1%
9
5.2%
1.2112
864
2.8%
23
13.3%
1.264
805
2.6%
8
4.6%
1.1452
570
1.9%
1
0.6%
1.3168
568
1.9%
14
8.1%
1.066
567
1.9%
0
0.0%
1.1056
511
1.7%
4
2.3%
1.2376
468
1.5%
1
0.6%
1.0792
362
1.2%
2
1.2%
1.4224
338
1.1%
14
8.1%
SMALLEST VALUES
0.225
1
<0.1%
0
0.0%
0.4444444444444444
1
<0.1%
0
0.0%
0.45
1
<0.1%
0
0.0%
0.45454545454545453
1
<0.1%
0
0.0%
0.5
3
<0.1%
0
0.0%
0.5769230769230769
1
<0.1%
0
0.0%
0.5833333333333334
1
<0.1%
0
0.0%
0.6
2
<0.1%
0
0.0%
0.6153846153846154
1
<0.1%
0
0.0%
0.625
2
<0.1%
0
0.0%
0.65
1
<0.1%
0
0.0%
0.6666666666666666
4
<0.1%
0
0.0%
0.75
2
<0.1%
0
0.0%
0.7692307692307693
1
<0.1%
0
0.0%
0.7777777777777778
2
<0.1%
0
0.0%
LARGEST VALUES
2.6666666666666665
1
<0.1%
0
0.0%
2.0
1
<0.1%
0
0.0%
1.6666666666666667
1
<0.1%
0
0.0%
1.66
11
<0.1%
0
0.0%
1.6363636363636365
1
<0.1%
0
0.0%
1.6336071428571428
1
<0.1%
0
0.0%
1.528
240
0.8%
8
4.6%
1.4752307692307691
1
<0.1%
0
0.0%
1.4752121212121212
2
<0.1%
0
0.0%
1.4752105263157895
1
<0.1%
0
0.0%
1.4752093023255815
1
<0.1%
0
0.0%
1.4752068965517242
1
<0.1%
0
0.0%
1.4752058823529413
1
<0.1%
0
0.0%
1.475204081632653
1
<0.1%
0
0.0%
1.4752
44
0.1%
0
0.0%
CREDIT_GOODS_DIFF
MISSING:
20
(<1%)
---
MOST FREQUENT VALUES
0.0
10,772
35.2%
26
15.0%
71280.0
560
1.8%
6
3.5%
106920.0
527
1.7%
2
1.2%
29700.0
506
1.7%
3
1.7%
95040.0
460
1.5%
17
9.8%
133650.0
444
1.5%
2
1.2%
80190.0
374
1.2%
0
0.0%
59400.0
318
1.0%
6
3.5%
178200.0
311
1.0%
0
0.0%
142560.0
302
1.0%
5
2.9%
44550.0
264
0.9%
7
4.0%
163350.0
246
0.8%
1
0.6%
47520.0
237
0.8%
2
1.2%
14850.0
229
0.7%
0
0.0%
35640.0
228
0.7%
2
1.2%
SMALLEST VALUES
-697500.0
1
<0.1%
0
0.0%
-675000.0
1
<0.1%
0
0.0%
-270000.0
3
<0.1%
0
0.0%
-247500.0
2
<0.1%
0
0.0%
-225000.0
5
<0.1%
0
0.0%
-180000.0
1
<0.1%
0
0.0%
-157500.0
1
<0.1%
0
0.0%
-135000.0
3
<0.1%
0
0.0%
-112500.0
1
<0.1%
0
0.0%
-90000.0
2
<0.1%
0
0.0%
-67500.0
2
<0.1%
0
0.0%
-45000.0
5
<0.1%
0
0.0%
-22500.0
3
<0.1%
0
0.0%
0.0
10,772
35.2%
26
15.0%
2970.0
22
<0.1%
0
0.0%
LARGEST VALUES
445500.0
4
<0.1%
0
0.0%
392931.0
1
<0.1%
0
0.0%
383130.0
1
<0.1%
0
0.0%
374220.0
33
0.1%
0
0.0%
372973.5
2
<0.1%
0
0.0%
371727.0
1
<0.1%
0
0.0%
367983.0
1
<0.1%
0
0.0%
361746.0
2
<0.1%
0
0.0%
356755.5
2
<0.1%
0
0.0%
356400.0
82
0.3%
2
1.2%
352836.0
1
<0.1%
0
0.0%
351054.0
2
<0.1%
0
0.0%
349272.0
3
<0.1%
0
0.0%
348381.0
1
<0.1%
0
0.0%
347490.0
2
<0.1%
0
0.0%
GOODS_INCOME_RATIO
MISSING:
20
(<1%)
---
MOST FREQUENT VALUES
2.0
1,094
3.6%
10
5.8%
5.0
863
2.8%
6
3.5%
2.5
863
2.8%
10
5.8%
3.3333333333333335
768
2.5%
8
4.6%
3.0
686
2.2%
1
0.6%
4.0
633
2.1%
5
2.9%
1.6666666666666667
538
1.8%
2
1.2%
1.0
458
1.5%
1
0.6%
2.857142857142857
403
1.3%
5
2.9%
6.0
378
1.2%
0
0.0%
1.25
302
1.0%
4
2.3%
3.75
302
1.0%
0
0.0%
1.4285714285714286
297
1.0%
4
2.3%
6.666666666666667
295
1.0%
1
0.6%
1.5
290
0.9%
2
1.2%
SMALLEST VALUES
0.10133333333333333
1
<0.1%
0
0.0%
0.10526315789473684
1
<0.1%
0
0.0%
0.15
1
<0.1%
0
0.0%
0.17
1
<0.1%
0
0.0%
0.18333333333333332
1
<0.1%
0
0.0%
0.18382352941176472
1
<0.1%
0
0.0%
0.19444444444444445
1
<0.1%
0
0.0%
0.2
4
<0.1%
0
0.0%
0.21818181818181817
2
<0.1%
0
0.0%
0.2222222222222222
2
<0.1%
0
0.0%
0.23333333333333334
2
<0.1%
0
0.0%
0.24285714285714285
1
<0.1%
0
0.0%
0.25
6
<0.1%
0
0.0%
0.2631578947368421
2
<0.1%
0
0.0%
0.26666666666666666
2
<0.1%
0
0.0%
LARGEST VALUES
84.73684210526316
1
<0.1%
0
0.0%
34.916666666666664
1
<0.1%
0
0.0%
32.666666666666664
1
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
24.705882352941178
1
<0.1%
0
0.0%
24.081632653061224
1
<0.1%
0
0.0%
23.076923076923077
1
<0.1%
0
0.0%
22.727272727272727
1
<0.1%
0
0.0%
21.428571428571427
1
<0.1%
0
0.0%
21.266666666666666
1
<0.1%
0
0.0%
20.833333333333332
2
<0.1%
0
0.0%
20.0
6
<0.1%
0
0.0%
19.666666666666668
1
<0.1%
0
0.0%
19.23076923076923
1
<0.1%
0
0.0%
18.875
1
<0.1%
0
0.0%
INCOME_EXT1_RATIO
MISSING:
17,322
(57%)
127
(73%)
MOST FREQUENT VALUES
405841.600613388
2
<0.1%
0
0.0%
605239.8087149917
2
<0.1%
0
0.0%
247825.3127940184
2
<0.1%
0
0.0%
313394.9308277647
2
<0.1%
0
0.0%
566506.1846304303
2
<0.1%
0
0.0%
303827.91258167365
2
<0.1%
0
0.0%
247718.46686527523
2
<0.1%
0
0.0%
96015.55045296028
2
<0.1%
0
0.0%
307131.6070702426
2
<0.1%
0
0.0%
197090.69329542088
2
<0.1%
0
0.0%
253140.96954982964
2
<0.1%
0
0.0%
353569.7996953349
2
<0.1%
0
0.0%
264254.642750047
2
<0.1%
0
0.0%
225381.36157174266
2
<0.1%
0
0.0%
212290.19311049252
2
<0.1%
0
0.0%
SMALLEST VALUES
33928.41888072577
1
<0.1%
0
0.0%
36487.42836737481
1
<0.1%
0
0.0%
36743.01233665962
1
<0.1%
0
0.0%
37215.34633726025
1
<0.1%
0
0.0%
40452.70250426059
1
<0.1%
0
0.0%
40953.649440341665
1
<0.1%
0
0.0%
45964.019315934296
1
<0.1%
0
0.0%
48070.85361571381
1
<0.1%
0
0.0%
48105.575672699146
1
<0.1%
0
0.0%
48590.11775850738
1
<0.1%
0
0.0%
48761.537340131086
1
<0.1%
0
0.0%
48976.16481034477
1
<0.1%
0
0.0%
50682.97270075139
1
<0.1%
0
0.0%
51145.71156488506
1
<0.1%
0
0.0%
51322.87216787831
1
<0.1%
0
0.0%
LARGEST VALUES
11440377.873921255
1
<0.1%
0
0.0%
9699260.597495304
1
<0.1%
0
0.0%
9435836.475813396
1
<0.1%
0
0.0%
7235851.809124976
1
<0.1%
0
0.0%
6890423.391425239
1
<0.1%
0
0.0%
6456029.68059935
1
<0.1%
0
0.0%
5929938.349782929
1
<0.1%
0
0.0%
5904450.2694694875
1
<0.1%
0
0.0%
5522054.945931679
1
<0.1%
0
0.0%
5418313.97534993
1
<0.1%
0
0.0%
5320508.42335254
1
<0.1%
0
0.0%
4725773.044951819
1
<0.1%
0
0.0%
4392945.820116127
1
<0.1%
0
0.0%
4342304.166017394
1
<0.1%
0
0.0%
4328489.479733376
1
<0.1%
0
0.0%
CREDIT_EXT1_RATIO
MISSING:
17,322
(57%)
127
(73%)
MOST FREQUENT VALUES
860491.0946501602
2
<0.1%
0
0.0%
1852989.4742502533
2
<0.1%
0
0.0%
503963.71119230933
2
<0.1%
0
0.0%
903070.6440751532
1
<0.1%
0
0.0%
2052019.0429748395
1
<0.1%
0
0.0%
3266380.1546442565
1
<0.1%
0
0.0%
1110178.2689950087
1
<0.1%
0
0.0%
598526.0875226497
1
<0.1%
0
0.0%
2450960.4033263084
1
<0.1%
0
0.0%
1233845.0603154527
1
<0.1%
0
0.0%
2234404.8289418695
1
<0.1%
0
0.0%
3532287.101739746
1
<0.1%
0
0.0%
482790.40907393844
1
<0.1%
0
0.0%
2100833.4028828098
1
<0.1%
0
0.0%
869137.559479766
1
<0.1%
0
0.0%
SMALLEST VALUES
57392.98482054249
1
<0.1%
0
0.0%
58290.66357376764
1
<0.1%
0
0.0%
58991.38809894182
1
<0.1%
0
0.0%
59140.97182329839
1
<0.1%
0
0.0%
61238.35389443271
1
<0.1%
0
0.0%
63025.83413193924
1
<0.1%
0
0.0%
64101.54243986412
1
<0.1%
0
0.0%
66246.67710691979
1
<0.1%
0
0.0%
67479.43391117833
1
<0.1%
0
0.0%
67502.03860794254
1
<0.1%
0
0.0%
71116.73888421923
1
<0.1%
0
0.0%
72291.93446518033
1
<0.1%
0
0.0%
74646.4213127981
1
<0.1%
0
0.0%
75306.77277541914
1
<0.1%
0
0.0%
75336.09295422302
1
<0.1%
0
0.0%
LARGEST VALUES
55537966.18125811
1
<0.1%
0
0.0%
33165078.045188922
1
<0.1%
0
0.0%
25149647.04575124
1
<0.1%
0
0.0%
23719753.399131715
1
<0.1%
0
0.0%
21811191.08255291
1
<0.1%
0
0.0%
21690083.110928703
1
<0.1%
0
0.0%
21187296.217121508
1
<0.1%
0
0.0%
19745614.904498752
1
<0.1%
0
0.0%
19374750.478584394
1
<0.1%
0
0.0%
19157224.261841442
1
<0.1%
0
0.0%
18909915.773971256
1
<0.1%
0
0.0%
18508012.51460909
1
<0.1%
0
0.0%
18378332.06197114
1
<0.1%
0
0.0%
18170533.8305525
1
<0.1%
0
0.0%
16268229.876434635
1
<0.1%
0
0.0%
INCOME_EXT2_RATIO
MISSING:
60
(<1%)
1
(<1%)
MOST FREQUENT VALUES
708294.8833564451
10
<0.1%
0
0.0%
393497.15742024727
9
<0.1%
0
0.0%
472196.58890429675
8
<0.1%
0
0.0%
629595.4518723956
8
<0.1%
0
0.0%
832590.3355448024
7
<0.1%
0
0.0%
944393.1778085935
7
<0.1%
0
0.0%
555060.2236965349
7
<0.1%
0
0.0%
841617.9635175443
6
<0.1%
0
0.0%
339223.57572906336
6
<0.1%
0
0.0%
704537.4500632334
5
<0.1%
1
0.6%
314797.7259361978
5
<0.1%
0
0.0%
600552.8077333223
5
<0.1%
0
0.0%
347552.7690168189
5
<0.1%
0
0.0%
424118.0434029649
5
<0.1%
0
0.0%
343173.0329904699
5
<0.1%
0
0.0%
SMALLEST VALUES
35845.46356122704
1
<0.1%
0
0.0%
35947.906872661326
1
<0.1%
0
0.0%
37695.049313502925
1
<0.1%
0
0.0%
40407.09712577772
1
<0.1%
0
0.0%
41497.2506958239
1
<0.1%
0
0.0%
42870.70175951517
1
<0.1%
0
0.0%
43958.744801721594
1
<0.1%
0
0.0%
44116.50687822772
1
<0.1%
0
0.0%
44438.25547875089
1
<0.1%
0
0.0%
45825.887144044216
1
<0.1%
0
0.0%
46324.29738684742
1
<0.1%
0
0.0%
47988.73970455095
1
<0.1%
0
0.0%
47999.17896469269
1
<0.1%
0
0.0%
48156.34848169437
1
<0.1%
0
0.0%
48222.79577048773
1
<0.1%
0
0.0%
LARGEST VALUES
10910908456.189856
1
<0.1%
0
0.0%
6084169519.947937
1
<0.1%
0
0.0%
685424389.6465096
1
<0.1%
0
0.0%
443949078.5859442
1
<0.1%
0
0.0%
422574207.51489544
1
<0.1%
0
0.0%
320949634.74842376
1
<0.1%
0
0.0%
292925324.8560077
1
<0.1%
0
0.0%
236653347.6703484
1
<0.1%
0
0.0%
216727470.59952557
1
<0.1%
0
0.0%
206816428.36937192
1
<0.1%
0
0.0%
196995800.77292427
1
<0.1%
0
0.0%
188086032.14148143
1
<0.1%
0
0.0%
179604044.40611932
1
<0.1%
0
0.0%
159107424.6076861
1
<0.1%
0
0.0%
116443334.62951155
1
<0.1%
0
0.0%
CREDIT_EXT2_RATIO
MISSING:
60
(<1%)
1
(<1%)
MOST FREQUENT VALUES
1573988.629680989
6
<0.1%
0
0.0%
3147977.259361978
4
<0.1%
0
0.0%
1029519.0989714096
3
<0.1%
0
0.0%
786994.3148404945
3
<0.1%
0
0.0%
472196.58890429675
3
<0.1%
0
0.0%
2442537.556721365
3
<0.1%
0
0.0%
1103476.9003399804
2
<0.1%
0
0.0%
733647.1479677242
2
<0.1%
0
0.0%
3521956.9577741814
2
<0.1%
0
0.0%
4687893.806020877
2
<0.1%
0
0.0%
1101725.928838168
2
<0.1%
0
0.0%
2561137.9967544284
2
<0.1%
0
0.0%
1464355.6667908637
2
<0.1%
0
0.0%
2710538.1411862974
2
<0.1%
0
0.0%
3392235.757290634
2
<0.1%
0
0.0%
SMALLEST VALUES
57945.798784879466
1
<0.1%
0
0.0%
58497.66263235262
1
<0.1%
0
0.0%
62825.08218917154
1
<0.1%
0
0.0%
66111.54049185294
1
<0.1%
0
0.0%
66255.56509113418
1
<0.1%
0
0.0%
67407.77724862665
1
<0.1%
0
0.0%
68016.78108119775
1
<0.1%
0
0.0%
68077.60634503224
1
<0.1%
0
0.0%
68479.74454270094
1
<0.1%
0
0.0%
68677.73764355012
1
<0.1%
0
0.0%
69285.50802143393
1
<0.1%
0
0.0%
69351.54207450354
1
<0.1%
0
0.0%
69793.12823932736
1
<0.1%
0
0.0%
70045.74745710439
1
<0.1%
0
0.0%
70330.73868292314
1
<0.1%
0
0.0%
LARGEST VALUES
28734968510.221603
1
<0.1%
0
0.0%
21294593319.81778
1
<0.1%
0
0.0%
2854267012.6499915
1
<0.1%
0
0.0%
2060049261.6351154
1
<0.1%
0
0.0%
1076980620.0421226
1
<0.1%
0
0.0%
985235141.2689737
1
<0.1%
0
0.0%
941601755.2768925
1
<0.1%
0
0.0%
776105648.2059923
1
<0.1%
0
0.0%
761903665.4774528
1
<0.1%
0
0.0%
591256514.1849449
1
<0.1%
0
0.0%
585316663.4560347
1
<0.1%
0
0.0%
567697770.0028828
1
<0.1%
0
0.0%
541692252.1409642
1
<0.1%
0
0.0%
436073235.3072287
1
<0.1%
0
0.0%
418703748.967595
1
<0.1%
0
0.0%
INCOME_EXT3_RATIO
MISSING:
6,075
(20%)
37
(21%)
MOST FREQUENT VALUES
189173.2903718024
21
<0.1%
0
0.0%
217312.099839498
20
<0.1%
0
0.0%
215550.18068328933
20
<0.1%
0
0.0%
120594.90058583906
18
<0.1%
0
0.0%
209944.99680106537
18
<0.1%
0
0.0%
150743.62573229882
17
<0.1%
0
0.0%
265597.98359267984
17
<0.1%
0
0.0%
263727.60727104003
16
<0.1%
0
0.0%
318241.61948844197
16
<0.1%
0
0.0%
178948.6947475268
16
<0.1%
0
0.0%
243266.5755614127
16
<0.1%
0
0.0%
262802.48828272114
15
<0.1%
0
0.0%
123602.38333568536
15
<0.1%
0
0.0%
299502.6380293514
15
<0.1%
0
0.0%
157644.40864316866
15
<0.1%
0
0.0%
SMALLEST VALUES
36385.79868278712
1
<0.1%
0
0.0%
37342.47083426993
1
<0.1%
0
0.0%
38859.2396942706
1
<0.1%
0
0.0%
38966.16739968854
1
<0.1%
0
0.0%
39240.33326342518
1
<0.1%
0
0.0%
40736.29998306347
1
<0.1%
0
0.0%
41076.71791769692
1
<0.1%
0
0.0%
41251.01934438719
1
<0.1%
0
0.0%
41680.99863530648
1
<0.1%
0
0.0%
41754.695441089585
1
<0.1%
0
0.0%
42556.19368029564
1
<0.1%
0
0.0%
43462.419967899594
1
<0.1%
0
0.0%
43944.28416031018
1
<0.1%
0
0.0%
44196.222658966566
1
<0.1%
0
0.0%
44416.92571233048
1
<0.1%
0
0.0%
LARGEST VALUES
682768317.6704531
1
<0.1%
0
0.0%
640095297.8160497
1
<0.1%
0
0.0%
597422277.9616464
2
<0.1%
0
0.0%
554749258.1072431
1
<0.1%
0
0.0%
512076238.25283974
1
<0.1%
0
0.0%
460868614.4275558
1
<0.1%
0
0.0%
426730198.5440331
3
<0.1%
0
0.0%
418195594.5731525
1
<0.1%
0
0.0%
409660990.6022718
1
<0.1%
0
0.0%
384057178.68962985
2
<0.1%
0
0.0%
366987970.7478685
1
<0.1%
0
0.0%
341384158.83522654
3
<0.1%
0
0.0%
307245742.95170385
1
<0.1%
0
0.0%
298711138.9808232
3
<0.1%
0
0.0%
290176535.00994253
1
<0.1%
0
0.0%
CREDIT_EXT3_RATIO
MISSING:
6,075
(20%)
37
(21%)
MOST FREQUENT VALUES
1193406.0730816573
9
<0.1%
0
0.0%
590861.8369502235
8
<0.1%
0
0.0%
434624.199678996
7
<0.1%
0
0.0%
391599.9532115852
7
<0.1%
0
0.0%
876008.2942757373
7
<0.1%
0
0.0%
283596.0791504677
7
<0.1%
0
0.0%
689236.2942258792
7
<0.1%
0
0.0%
972492.6596870926
7
<0.1%
0
0.0%
1314012.4414136058
7
<0.1%
0
0.0%
924683.2039943635
7
<0.1%
0
0.0%
344618.1471129396
6
<0.1%
0
0.0%
301487.25146459765
6
<0.1%
0
0.0%
472689.4695601788
6
<0.1%
0
0.0%
318604.3217817365
6
<0.1%
0
0.0%
630577.6345726746
6
<0.1%
0
0.0%
SMALLEST VALUES
54572.246476187865
1
<0.1%
0
0.0%
54923.749875797395
1
<0.1%
0
0.0%
55561.77268728715
1
<0.1%
0
0.0%
58147.370939532455
1
<0.1%
0
0.0%
59741.70823031239
1
<0.1%
0
0.0%
60388.109977705084
1
<0.1%
0
0.0%
61543.83930292756
1
<0.1%
0
0.0%
62173.68485940265
1
<0.1%
0
0.0%
62395.327121291404
1
<0.1%
0
0.0%
63452.751017614966
1
<0.1%
0
0.0%
64079.557880666296
1
<0.1%
0
0.0%
64514.019377261604
1
<0.1%
0
0.0%
64887.41929036032
1
<0.1%
0
0.0%
66593.52151853935
1
<0.1%
0
0.0%
67079.10695189566
1
<0.1%
0
0.0%
LARGEST VALUES
3270118857.4826345
1
<0.1%
0
0.0%
2893051519.445156
1
<0.1%
0
0.0%
2472782016.1070795
1
<0.1%
0
0.0%
1942646555.8518565
1
<0.1%
0
0.0%
1909702984.5242572
1
<0.1%
0
0.0%
1904334718.626573
1
<0.1%
0
0.0%
1891524278.0662813
1
<0.1%
0
0.0%
1706920794.1761324
1
<0.1%
0
0.0%
1685754976.3283484
1
<0.1%
0
0.0%
1543892789.12437
1
<0.1%
0
0.0%
1538328227.335356
1
<0.1%
0
0.0%
1533668333.567255
3
<0.1%
0
0.0%
1506212512.592932
1
<0.1%
0
0.0%
1451377682.0800238
1
<0.1%
0
0.0%
1450882675.0497127
1
<0.1%
0
0.0%
EXT_SOURCE_SUM
MISSING:
---
---
MOST FREQUENT VALUES
0.0
17
<0.1%
0
0.0%
0.2858978721410488
11
<0.1%
0
0.0%
0.2622583692422573
8
<0.1%
0
0.0%
0.1621921059592286
7
<0.1%
0
0.0%
0.2631435910213423
7
<0.1%
0
0.0%
0.2652563401861944
6
<0.1%
0
0.0%
0.2453495532540649
5
<0.1%
0
0.0%
0.2653117484731741
5
<0.1%
0
0.0%
0.3572819736123357
4
<0.1%
0
0.0%
0.1942151121136184
4
<0.1%
0
0.0%
0.1631870354642708
4
<0.1%
0
0.0%
0.162144567666238
4
<0.1%
0
0.0%
0.2665197753925157
4
<0.1%
0
0.0%
0.5203602717604611
3
<0.1%
0
0.0%
0.2298535073078563
3
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17
<0.1%
0
0.0%
0.000255576412567
1
<0.1%
0
0.0%
0.0004915928661026
1
<0.1%
0
0.0%
0.001153387333548
1
<0.1%
0
0.0%
0.0017018652207784
1
<0.1%
0
0.0%
0.0044578940397691
1
<0.1%
0
0.0%
0.0047995870890946
1
<0.1%
0
0.0%
0.0048492466224151
1
<0.1%
0
0.0%
0.0070109918186506
1
<0.1%
0
0.0%
0.0070736863184707
1
<0.1%
0
0.0%
0.0075652600047916
1
<0.1%
0
0.0%
0.00793842427705
1
<0.1%
0
0.0%
0.0089092771201501
1
<0.1%
0
0.0%
0.0090315538825827
1
<0.1%
0
0.0%
0.0098524087084627
1
<0.1%
0
0.0%
LARGEST VALUES
2.5037113044829753
1
<0.1%
0
0.0%
2.464495970764443
1
<0.1%
0
0.0%
2.433696195732411
1
<0.1%
0
0.0%
2.428004171339186
1
<0.1%
0
0.0%
2.426048582691878
1
<0.1%
0
0.0%
2.4229344557725545
1
<0.1%
0
0.0%
2.4143011364902494
1
<0.1%
0
0.0%
2.414108870316799
1
<0.1%
0
0.0%
2.404607545243083
1
<0.1%
0
0.0%
2.398656437544203
1
<0.1%
0
0.0%
2.3985241513521074
1
<0.1%
0
0.0%
2.396813971631094
1
<0.1%
0
0.0%
2.3952412050422
1
<0.1%
0
0.0%
2.3934418033382356
1
<0.1%
0
0.0%
2.3928758517532778
1
<0.1%
0
0.0%
INCOME_EXTSUM_RATIO
MISSING:
17
(<1%)
---
MOST FREQUENT VALUES
841617.9635175443
2
<0.1%
0
0.0%
225559.3865697381
2
<0.1%
0
0.0%
137876.09113142945
2
<0.1%
0
0.0%
145195.11225405952
2
<0.1%
0
0.0%
373223.8781946091
2
<0.1%
0
0.0%
368302.02712583373
2
<0.1%
0
0.0%
180556.699517763
2
<0.1%
0
0.0%
216196.36645087204
2
<0.1%
0
0.0%
693621.9203435212
2
<0.1%
0
0.0%
480442.2461866578
2
<0.1%
0
0.0%
629595.4518723956
2
<0.1%
0
0.0%
500501.3668196672
2
<0.1%
0
0.0%
1103028.8005900464
2
<0.1%
0
0.0%
424118.0434029649
2
<0.1%
0
0.0%
117068.21837174271
1
<0.1%
0
0.0%
SMALLEST VALUES
12964.477553209295
1
<0.1%
0
0.0%
13071.753614604548
1
<0.1%
0
0.0%
14572.693847217226
1
<0.1%
0
0.0%
16097.273454605822
1
<0.1%
0
0.0%
16473.682274662533
1
<0.1%
0
0.0%
17408.146254710973
1
<0.1%
0
0.0%
17888.41105621101
1
<0.1%
0
0.0%
18075.579050195018
1
<0.1%
0
0.0%
18605.788466314243
1
<0.1%
0
0.0%
18872.91323148724
1
<0.1%
0
0.0%
19905.017368227604
1
<0.1%
0
0.0%
19993.397820159415
1
<0.1%
0
0.0%
20038.558324854424
1
<0.1%
0
0.0%
20083.426058370078
1
<0.1%
0
0.0%
20248.257319863154
1
<0.1%
0
0.0%
LARGEST VALUES
422574207.51489544
1
<0.1%
0
0.0%
292925324.8560077
1
<0.1%
0
0.0%
97538785.73812006
1
<0.1%
0
0.0%
66103942.09039932
1
<0.1%
0
0.0%
36846103.18015101
1
<0.1%
0
0.0%
32092463.637092873
1
<0.1%
0
0.0%
26252258.300779954
1
<0.1%
0
0.0%
25236131.4549834
1
<0.1%
0
0.0%
23199479.99344503
1
<0.1%
0
0.0%
20428378.371944077
1
<0.1%
0
0.0%
20357136.790754974
1
<0.1%
0
0.0%
18920638.112810165
1
<0.1%
0
0.0%
16201998.592157014
1
<0.1%
0
0.0%
13809497.753379975
1
<0.1%
0
0.0%
12451710.209788904
1
<0.1%
0
0.0%
CREDIT_EXTSUM_RATIO
MISSING:
17
(<1%)
---
MOST FREQUENT VALUES
1008654.270504365
1
<0.1%
0
0.0%
393768.59901643824
1
<0.1%
0
0.0%
35081.158811575515
1
<0.1%
0
0.0%
1229684.8434114011
1
<0.1%
0
0.0%
953969.1003634678
1
<0.1%
0
0.0%
571284.8344190295
1
<0.1%
0
0.0%
451565.8715065133
1
<0.1%
0
0.0%
372864.4912806782
1
<0.1%
0
0.0%
269098.8188276509
1
<0.1%
0
0.0%
935996.9886797286
1
<0.1%
0
0.0%
637878.7067479879
1
<0.1%
0
0.0%
465472.58412690804
1
<0.1%
0
0.0%
281969.3046479647
1
<0.1%
0
0.0%
288891.0188000549
1
<0.1%
0
0.0%
1001623.6929887806
1
<0.1%
0
0.0%
SMALLEST VALUES
21786.256024340913
1
<0.1%
0
0.0%
22610.80797828541
1
<0.1%
0
0.0%
23066.074884971607
1
<0.1%
0
0.0%
23286.904718853024
1
<0.1%
0
0.0%
23522.796222648474
1
<0.1%
0
0.0%
24302.166939453004
1
<0.1%
0
0.0%
24965.707143655785
1
<0.1%
0
0.0%
26093.036775208555
1
<0.1%
0
0.0%
26456.376605582132
1
<0.1%
0
0.0%
26696.301356153366
1
<0.1%
0
0.0%
27213.619176767377
1
<0.1%
0
0.0%
27395.582924405895
1
<0.1%
0
0.0%
28818.78905501351
1
<0.1%
0
0.0%
28893.273364769895
1
<0.1%
0
0.0%
29589.40667536979
1
<0.1%
0
0.0%
LARGEST VALUES
2060049261.6351154
1
<0.1%
0
0.0%
776105648.2059923
1
<0.1%
0
0.0%
267059926.04521322
1
<0.1%
0
0.0%
233702930.6285357
1
<0.1%
0
0.0%
148476671.9580482
1
<0.1%
0
0.0%
148355866.26836812
1
<0.1%
0
0.0%
122264009.67310357
1
<0.1%
0
0.0%
108347950.42217451
1
<0.1%
0
0.0%
73692835.18253301
1
<0.1%
0
0.0%
68548544.38367476
1
<0.1%
0
0.0%
64360777.22884204
1
<0.1%
0
0.0%
61403813.55148677
1
<0.1%
0
0.0%
51959422.87216418
1
<0.1%
0
0.0%
50173798.97574081
1
<0.1%
0
0.0%
45885649.95570119
1
<0.1%
0
0.0%
EXT_SOURCE_MEAN
MISSING:
17
(<1%)
---
MOST FREQUENT VALUES
0.2858978721410488
11
<0.1%
0
0.0%
0.2622583692422573
8
<0.1%
0
0.0%
0.1621921059592286
7
<0.1%
0
0.0%
0.2631435910213423
7
<0.1%
0
0.0%
0.2652563401861944
6
<0.1%
0
0.0%
0.2453495532540649
5
<0.1%
0
0.0%
0.2653117484731741
5
<0.1%
0
0.0%
0.3572819736123357
4
<0.1%
0
0.0%
0.1942151121136184
4
<0.1%
0
0.0%
0.1631870354642708
4
<0.1%
0
0.0%
0.162144567666238
4
<0.1%
0
0.0%
0.2665197753925157
4
<0.1%
0
0.0%
0.5203602717604611
3
<0.1%
0
0.0%
0.2298535073078563
3
<0.1%
0
0.0%
0.1604053214783667
3
<0.1%
0
0.0%
SMALLEST VALUES
0.000255576412567
1
<0.1%
0
0.0%
0.0004915928661026
1
<0.1%
0
0.0%
0.001153387333548
1
<0.1%
0
0.0%
0.0017018652207784
1
<0.1%
0
0.0%
0.0044578940397691
1
<0.1%
0
0.0%
0.0047995870890946
1
<0.1%
0
0.0%
0.0048492466224151
1
<0.1%
0
0.0%
0.0070109918186506
1
<0.1%
0
0.0%
0.0070736863184707
1
<0.1%
0
0.0%
0.0075652600047916
1
<0.1%
0
0.0%
0.00793842427705
1
<0.1%
0
0.0%
0.0089092771201501
1
<0.1%
0
0.0%
0.0090315538825827
1
<0.1%
0
0.0%
0.0098524087084627
1
<0.1%
0
0.0%
0.010149511891726451
1
<0.1%
0
0.0%
LARGEST VALUES
0.8463780633178121
1
<0.1%
0
0.0%
0.8405165759956733
1
<0.1%
0
0.0%
0.8345704348276585
1
<0.1%
0
0.0%
0.8332863557214969
1
<0.1%
0
0.0%
0.831988168963081
1
<0.1%
0
0.0%
0.8271249396117257
1
<0.1%
0
0.0%
0.8218598952722634
1
<0.1%
0
0.0%
0.8214986569214809
1
<0.1%
0
0.0%
0.8200853735192937
1
<0.1%
0
0.0%
0.8190776540825934
1
<0.1%
0
0.0%
0.8185362257738578
1
<0.1%
0
0.0%
0.8182614158421607
1
<0.1%
0
0.0%
0.8175247417678809
1
<0.1%
0
0.0%
0.8164308864608447
1
<0.1%
0
0.0%
0.8152133051358847
1
<0.1%
0
0.0%
NAME_CONTRACT_TYPE_Cash loans
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
11,922
41.2%
56
33.1%
1.0
5,155
17.8%
27
16.0%
2.0
3,307
11.4%
21
12.4%
3.0
2,391
8.3%
17
10.1%
4.0
1,617
5.6%
7
4.1%
5.0
1,185
4.1%
6
3.6%
6.0
864
3.0%
5
3.0%
7.0
672
2.3%
5
3.0%
8.0
489
1.7%
4
2.4%
9.0
341
1.2%
2
1.2%
10.0
235
0.8%
4
2.4%
11.0
191
0.7%
2
1.2%
12.0
130
0.4%
2
1.2%
13.0
104
0.4%
4
2.4%
14.0
72
0.2%
2
1.2%
SMALLEST VALUES
0.0
11,922
41.2%
56
33.1%
1.0
5,155
17.8%
27
16.0%
2.0
3,307
11.4%
21
12.4%
3.0
2,391
8.3%
17
10.1%
4.0
1,617
5.6%
7
4.1%
5.0
1,185
4.1%
6
3.6%
6.0
864
3.0%
5
3.0%
7.0
672
2.3%
5
3.0%
8.0
489
1.7%
4
2.4%
9.0
341
1.2%
2
1.2%
10.0
235
0.8%
4
2.4%
11.0
191
0.7%
2
1.2%
12.0
130
0.4%
2
1.2%
13.0
104
0.4%
4
2.4%
14.0
72
0.2%
2
1.2%
LARGEST VALUES
57.0
1
<0.1%
0
0.0%
52.0
1
<0.1%
0
0.0%
50.0
1
<0.1%
0
0.0%
45.0
1
<0.1%
0
0.0%
42.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
36.0
3
<0.1%
0
0.0%
35.0
1
<0.1%
0
0.0%
34.0
3
<0.1%
0
0.0%
33.0
3
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
30.0
4
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
28.0
4
<0.1%
1
0.6%
27.0
5
<0.1%
0
0.0%
NAME_CONTRACT_TYPE_Consumer loans
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
11,340
39.2%
81
47.9%
2.0
6,856
23.7%
43
25.4%
3.0
3,809
13.2%
15
8.9%
0.0
2,198
7.6%
16
9.5%
4.0
2,143
7.4%
5
3.0%
5.0
1,155
4.0%
3
1.8%
6.0
657
2.3%
3
1.8%
7.0
335
1.2%
1
0.6%
8.0
191
0.7%
2
1.2%
9.0
119
0.4%
0
0.0%
10.0
62
0.2%
0
0.0%
11.0
39
0.1%
0
0.0%
12.0
22
<0.1%
0
0.0%
13.0
16
<0.1%
0
0.0%
14.0
8
<0.1%
0
0.0%
SMALLEST VALUES
0.0
2,198
7.6%
16
9.5%
1.0
11,340
39.2%
81
47.9%
2.0
6,856
23.7%
43
25.4%
3.0
3,809
13.2%
15
8.9%
4.0
2,143
7.4%
5
3.0%
5.0
1,155
4.0%
3
1.8%
6.0
657
2.3%
3
1.8%
7.0
335
1.2%
1
0.6%
8.0
191
0.7%
2
1.2%
9.0
119
0.4%
0
0.0%
10.0
62
0.2%
0
0.0%
11.0
39
0.1%
0
0.0%
12.0
22
<0.1%
0
0.0%
13.0
16
<0.1%
0
0.0%
14.0
8
<0.1%
0
0.0%
LARGEST VALUES
29.0
1
<0.1%
0
0.0%
27.0
1
<0.1%
0
0.0%
26.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
18.0
2
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
16.0
4
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
14.0
8
<0.1%
0
0.0%
13.0
16
<0.1%
0
0.0%
12.0
22
<0.1%
0
0.0%
11.0
39
0.1%
0
0.0%
10.0
62
0.2%
0
0.0%
9.0
119
0.4%
0
0.0%
NAME_CONTRACT_TYPE_Revolving loans
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
18,651
64.4%
85
50.3%
1.0
7,029
24.3%
37
21.9%
2.0
2,079
7.2%
24
14.2%
3.0
644
2.2%
6
3.6%
4.0
291
1.0%
9
5.3%
5.0
112
0.4%
2
1.2%
6.0
75
0.3%
3
1.8%
7.0
36
0.1%
0
0.0%
8.0
21
<0.1%
1
0.6%
11.0
8
<0.1%
0
0.0%
9.0
7
<0.1%
1
0.6%
10.0
3
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
18,651
64.4%
85
50.3%
1.0
7,029
24.3%
37
21.9%
2.0
2,079
7.2%
24
14.2%
3.0
644
2.2%
6
3.6%
4.0
291
1.0%
9
5.3%
5.0
112
0.4%
2
1.2%
6.0
75
0.3%
3
1.8%
7.0
36
0.1%
0
0.0%
8.0
21
<0.1%
1
0.6%
9.0
7
<0.1%
1
0.6%
10.0
3
<0.1%
0
0.0%
11.0
8
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
31.0
1
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
11.0
8
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
9.0
7
<0.1%
1
0.6%
8.0
21
<0.1%
1
0.6%
7.0
36
0.1%
0
0.0%
6.0
75
0.3%
3
1.8%
5.0
112
0.4%
2
1.2%
4.0
291
1.0%
9
5.3%
3.0
644
2.2%
6
3.6%
2.0
2,079
7.2%
24
14.2%
WEEKDAY_APPR_PROCESS_START_FRIDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,063
58.9%
101
59.8%
1.0
7,125
24.6%
34
20.1%
2.0
2,588
8.9%
15
8.9%
3.0
1,115
3.8%
7
4.1%
4.0
542
1.9%
5
3.0%
5.0
259
0.9%
3
1.8%
6.0
131
0.5%
1
0.6%
7.0
65
0.2%
2
1.2%
8.0
34
0.1%
0
0.0%
10.0
17
<0.1%
0
0.0%
9.0
14
<0.1%
1
0.6%
13.0
4
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,063
58.9%
101
59.8%
1.0
7,125
24.6%
34
20.1%
2.0
2,588
8.9%
15
8.9%
3.0
1,115
3.8%
7
4.1%
4.0
542
1.9%
5
3.0%
5.0
259
0.9%
3
1.8%
6.0
131
0.5%
1
0.6%
7.0
65
0.2%
2
1.2%
8.0
34
0.1%
0
0.0%
9.0
14
<0.1%
1
0.6%
10.0
17
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
15.0
1
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
10.0
17
<0.1%
0
0.0%
9.0
14
<0.1%
1
0.6%
8.0
34
0.1%
0
0.0%
7.0
65
0.2%
2
1.2%
6.0
131
0.5%
1
0.6%
5.0
259
0.9%
3
1.8%
4.0
542
1.9%
5
3.0%
3.0
1,115
3.8%
7
4.1%
2.0
2,588
8.9%
15
8.9%
1.0
7,125
24.6%
34
20.1%
WEEKDAY_APPR_PROCESS_START_MONDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,277
59.6%
99
58.6%
1.0
6,874
23.7%
29
17.2%
2.0
2,594
9.0%
17
10.1%
3.0
1,109
3.8%
8
4.7%
4.0
512
1.8%
6
3.6%
5.0
275
0.9%
6
3.6%
6.0
139
0.5%
1
0.6%
7.0
78
0.3%
0
0.0%
8.0
44
0.2%
2
1.2%
9.0
27
<0.1%
0
0.0%
10.0
14
<0.1%
1
0.6%
12.0
4
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
15.0
3
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,277
59.6%
99
58.6%
1.0
6,874
23.7%
29
17.2%
2.0
2,594
9.0%
17
10.1%
3.0
1,109
3.8%
8
4.7%
4.0
512
1.8%
6
3.6%
5.0
275
0.9%
6
3.6%
6.0
139
0.5%
1
0.6%
7.0
78
0.3%
0
0.0%
8.0
44
0.2%
2
1.2%
9.0
27
<0.1%
0
0.0%
10.0
14
<0.1%
1
0.6%
11.0
3
<0.1%
0
0.0%
12.0
4
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
40.0
1
<0.1%
0
0.0%
30.0
2
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
15.0
3
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
12.0
4
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
10.0
14
<0.1%
1
0.6%
9.0
27
<0.1%
0
0.0%
8.0
44
0.2%
2
1.2%
7.0
78
0.3%
0
0.0%
6.0
139
0.5%
1
0.6%
5.0
275
0.9%
6
3.6%
4.0
512
1.8%
6
3.6%
WEEKDAY_APPR_PROCESS_START_SATURDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,057
58.9%
108
63.9%
1.0
7,306
25.2%
29
17.2%
2.0
2,685
9.3%
20
11.8%
3.0
1,016
3.5%
5
3.0%
4.0
439
1.5%
4
2.4%
5.0
226
0.8%
2
1.2%
6.0
110
0.4%
1
0.6%
7.0
54
0.2%
0
0.0%
8.0
38
0.1%
0
0.0%
9.0
12
<0.1%
0
0.0%
10.0
7
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,057
58.9%
108
63.9%
1.0
7,306
25.2%
29
17.2%
2.0
2,685
9.3%
20
11.8%
3.0
1,016
3.5%
5
3.0%
4.0
439
1.5%
4
2.4%
5.0
226
0.8%
2
1.2%
6.0
110
0.4%
1
0.6%
7.0
54
0.2%
0
0.0%
8.0
38
0.1%
0
0.0%
9.0
12
<0.1%
0
0.0%
10.0
7
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
17.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
13.0
3
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
7
<0.1%
0
0.0%
9.0
12
<0.1%
0
0.0%
8.0
38
0.1%
0
0.0%
7.0
54
0.2%
0
0.0%
6.0
110
0.4%
1
0.6%
5.0
226
0.8%
2
1.2%
4.0
439
1.5%
4
2.4%
3.0
1,016
3.5%
5
3.0%
2.0
2,685
9.3%
20
11.8%
WEEKDAY_APPR_PROCESS_START_SUNDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
19,837
68.5%
119
70.4%
1.0
6,280
21.7%
33
19.5%
2.0
1,815
6.3%
5
3.0%
3.0
612
2.1%
3
1.8%
4.0
240
0.8%
4
2.4%
5.0
92
0.3%
1
0.6%
6.0
37
0.1%
2
1.2%
7.0
27
<0.1%
0
0.0%
8.0
13
<0.1%
2
1.2%
10.0
3
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
19,837
68.5%
119
70.4%
1.0
6,280
21.7%
33
19.5%
2.0
1,815
6.3%
5
3.0%
3.0
612
2.1%
3
1.8%
4.0
240
0.8%
4
2.4%
5.0
92
0.3%
1
0.6%
6.0
37
0.1%
2
1.2%
7.0
27
<0.1%
0
0.0%
8.0
13
<0.1%
2
1.2%
9.0
3
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
LARGEST VALUES
18.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
8.0
13
<0.1%
2
1.2%
7.0
27
<0.1%
0
0.0%
6.0
37
0.1%
2
1.2%
5.0
92
0.3%
1
0.6%
4.0
240
0.8%
4
2.4%
3.0
612
2.1%
3
1.8%
2.0
1,815
6.3%
5
3.0%
1.0
6,280
21.7%
33
19.5%
0.0
19,837
68.5%
119
70.4%
WEEKDAY_APPR_PROCESS_START_THURSDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,281
59.7%
85
50.3%
1.0
6,859
23.7%
37
21.9%
2.0
2,674
9.2%
22
13.0%
3.0
1,137
3.9%
11
6.5%
4.0
465
1.6%
8
4.7%
5.0
246
0.8%
3
1.8%
6.0
144
0.5%
1
0.6%
7.0
71
0.2%
0
0.0%
8.0
38
0.1%
2
1.2%
10.0
15
<0.1%
0
0.0%
9.0
15
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,281
59.7%
85
50.3%
1.0
6,859
23.7%
37
21.9%
2.0
2,674
9.2%
22
13.0%
3.0
1,137
3.9%
11
6.5%
4.0
465
1.6%
8
4.7%
5.0
246
0.8%
3
1.8%
6.0
144
0.5%
1
0.6%
7.0
71
0.2%
0
0.0%
8.0
38
0.1%
2
1.2%
9.0
15
<0.1%
0
0.0%
10.0
15
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
LARGEST VALUES
29.0
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
15
<0.1%
0
0.0%
9.0
15
<0.1%
0
0.0%
8.0
38
0.1%
2
1.2%
7.0
71
0.2%
0
0.0%
6.0
144
0.5%
1
0.6%
5.0
246
0.8%
3
1.8%
WEEKDAY_APPR_PROCESS_START_TUESDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,060
58.9%
105
62.1%
1.0
6,988
24.1%
32
18.9%
2.0
2,698
9.3%
11
6.5%
3.0
1,171
4.0%
7
4.1%
4.0
497
1.7%
7
4.1%
5.0
267
0.9%
3
1.8%
6.0
129
0.4%
1
0.6%
7.0
76
0.3%
2
1.2%
8.0
32
0.1%
0
0.0%
9.0
22
<0.1%
1
0.6%
10.0
9
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,060
58.9%
105
62.1%
1.0
6,988
24.1%
32
18.9%
2.0
2,698
9.3%
11
6.5%
3.0
1,171
4.0%
7
4.1%
4.0
497
1.7%
7
4.1%
5.0
267
0.9%
3
1.8%
6.0
129
0.4%
1
0.6%
7.0
76
0.3%
2
1.2%
8.0
32
0.1%
0
0.0%
9.0
22
<0.1%
1
0.6%
10.0
9
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
LARGEST VALUES
20.0
1
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
9
<0.1%
0
0.0%
9.0
22
<0.1%
1
0.6%
8.0
32
0.1%
0
0.0%
7.0
76
0.3%
2
1.2%
6.0
129
0.4%
1
0.6%
5.0
267
0.9%
3
1.8%
4.0
497
1.7%
7
4.1%
3.0
1,171
4.0%
7
4.1%
WEEKDAY_APPR_PROCESS_START_WEDNESDAY
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,074
58.9%
93
55.0%
1.0
6,911
23.9%
31
18.3%
2.0
2,822
9.7%
21
12.4%
3.0
1,106
3.8%
10
5.9%
4.0
534
1.8%
4
2.4%
5.0
244
0.8%
6
3.6%
6.0
116
0.4%
1
0.6%
7.0
61
0.2%
1
0.6%
8.0
35
0.1%
0
0.0%
9.0
23
<0.1%
1
0.6%
10.0
17
<0.1%
1
0.6%
11.0
9
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
15.0
3
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,074
58.9%
93
55.0%
1.0
6,911
23.9%
31
18.3%
2.0
2,822
9.7%
21
12.4%
3.0
1,106
3.8%
10
5.9%
4.0
534
1.8%
4
2.4%
5.0
244
0.8%
6
3.6%
6.0
116
0.4%
1
0.6%
7.0
61
0.2%
1
0.6%
8.0
35
0.1%
0
0.0%
9.0
23
<0.1%
1
0.6%
10.0
17
<0.1%
1
0.6%
11.0
9
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
15.0
3
<0.1%
0
0.0%
LARGEST VALUES
20.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
15.0
3
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
9
<0.1%
0
0.0%
10.0
17
<0.1%
1
0.6%
9.0
23
<0.1%
1
0.6%
8.0
35
0.1%
0
0.0%
7.0
61
0.2%
1
0.6%
6.0
116
0.4%
1
0.6%
5.0
244
0.8%
6
3.6%
4.0
534
1.8%
4
2.4%
3.0
1,106
3.8%
10
5.9%
2.0
2,822
9.7%
21
12.4%
NAME_CASH_LOAN_PURPOSE_XAP
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
8,722
30.1%
50
29.6%
2.0
6,905
23.8%
44
26.0%
3.0
4,836
16.7%
35
20.7%
4.0
2,954
10.2%
11
6.5%
5.0
1,818
6.3%
7
4.1%
0.0
1,130
3.9%
3
1.8%
6.0
1,054
3.6%
5
3.0%
7.0
611
2.1%
2
1.2%
8.0
340
1.2%
5
3.0%
9.0
234
0.8%
1
0.6%
10.0
143
0.5%
2
1.2%
11.0
71
0.2%
1
0.6%
12.0
48
0.2%
2
1.2%
13.0
41
0.1%
0
0.0%
14.0
17
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1,130
3.9%
3
1.8%
1.0
8,722
30.1%
50
29.6%
2.0
6,905
23.8%
44
26.0%
3.0
4,836
16.7%
35
20.7%
4.0
2,954
10.2%
11
6.5%
5.0
1,818
6.3%
7
4.1%
6.0
1,054
3.6%
5
3.0%
7.0
611
2.1%
2
1.2%
8.0
340
1.2%
5
3.0%
9.0
234
0.8%
1
0.6%
10.0
143
0.5%
2
1.2%
11.0
71
0.2%
1
0.6%
12.0
48
0.2%
2
1.2%
13.0
41
0.1%
0
0.0%
14.0
17
<0.1%
0
0.0%
LARGEST VALUES
38.0
1
<0.1%
0
0.0%
37.0
1
<0.1%
0
0.0%
30.0
1
<0.1%
0
0.0%
28.0
1
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
20.0
3
<0.1%
1
0.6%
19.0
1
<0.1%
0
0.0%
18.0
3
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
16.0
9
<0.1%
0
0.0%
15.0
16
<0.1%
0
0.0%
14.0
17
<0.1%
0
0.0%
13.0
41
0.1%
0
0.0%
12.0
48
0.2%
2
1.2%
NAME_CASH_LOAN_PURPOSE_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
12,648
43.7%
69
40.8%
1.0
5,113
17.7%
32
18.9%
2.0
3,272
11.3%
18
10.7%
3.0
2,313
8.0%
9
5.3%
4.0
1,570
5.4%
8
4.7%
5.0
1,118
3.9%
7
4.1%
6.0
808
2.8%
4
2.4%
7.0
584
2.0%
5
3.0%
8.0
430
1.5%
6
3.6%
9.0
296
1.0%
1
0.6%
10.0
193
0.7%
1
0.6%
11.0
166
0.6%
2
1.2%
12.0
100
0.3%
3
1.8%
13.0
90
0.3%
1
0.6%
14.0
49
0.2%
0
0.0%
SMALLEST VALUES
0.0
12,648
43.7%
69
40.8%
1.0
5,113
17.7%
32
18.9%
2.0
3,272
11.3%
18
10.7%
3.0
2,313
8.0%
9
5.3%
4.0
1,570
5.4%
8
4.7%
5.0
1,118
3.9%
7
4.1%
6.0
808
2.8%
4
2.4%
7.0
584
2.0%
5
3.0%
8.0
430
1.5%
6
3.6%
9.0
296
1.0%
1
0.6%
10.0
193
0.7%
1
0.6%
11.0
166
0.6%
2
1.2%
12.0
100
0.3%
3
1.8%
13.0
90
0.3%
1
0.6%
14.0
49
0.2%
0
0.0%
LARGEST VALUES
57.0
1
<0.1%
0
0.0%
52.0
1
<0.1%
0
0.0%
50.0
1
<0.1%
0
0.0%
45.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
36.0
2
<0.1%
0
0.0%
35.0
1
<0.1%
0
0.0%
34.0
3
<0.1%
0
0.0%
33.0
3
<0.1%
0
0.0%
31.0
2
<0.1%
0
0.0%
30.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
28.0
2
<0.1%
0
0.0%
27.0
3
<0.1%
0
0.0%
26.0
3
<0.1%
0
0.0%
NAME_CONTRACT_STATUS_Approved
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
7,699
26.6%
73
43.2%
2.0
6,605
22.8%
43
25.4%
3.0
5,153
17.8%
23
13.6%
4.0
3,560
12.3%
11
6.5%
5.0
2,354
8.1%
8
4.7%
6.0
1,432
4.9%
6
3.6%
7.0
863
3.0%
3
1.8%
8.0
497
1.7%
0
0.0%
9.0
291
1.0%
1
0.6%
10.0
180
0.6%
0
0.0%
0.0
100
0.3%
0
0.0%
11.0
98
0.3%
0
0.0%
12.0
65
0.2%
0
0.0%
13.0
32
0.1%
1
0.6%
14.0
16
<0.1%
0
0.0%
SMALLEST VALUES
0.0
100
0.3%
0
0.0%
1.0
7,699
26.6%
73
43.2%
2.0
6,605
22.8%
43
25.4%
3.0
5,153
17.8%
23
13.6%
4.0
3,560
12.3%
11
6.5%
5.0
2,354
8.1%
8
4.7%
6.0
1,432
4.9%
6
3.6%
7.0
863
3.0%
3
1.8%
8.0
497
1.7%
0
0.0%
9.0
291
1.0%
1
0.6%
10.0
180
0.6%
0
0.0%
11.0
98
0.3%
0
0.0%
12.0
65
0.2%
0
0.0%
13.0
32
0.1%
1
0.6%
14.0
16
<0.1%
0
0.0%
LARGEST VALUES
20.0
1
<0.1%
0
0.0%
18.0
3
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
16.0
4
<0.1%
0
0.0%
15.0
7
<0.1%
0
0.0%
14.0
16
<0.1%
0
0.0%
13.0
32
0.1%
1
0.6%
12.0
65
0.2%
0
0.0%
11.0
98
0.3%
0
0.0%
10.0
180
0.6%
0
0.0%
9.0
291
1.0%
1
0.6%
8.0
497
1.7%
0
0.0%
7.0
863
3.0%
3
1.8%
6.0
1,432
4.9%
6
3.6%
5.0
2,354
8.1%
8
4.7%
NAME_CONTRACT_STATUS_Canceled
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,952
62.0%
99
58.6%
1.0
4,942
17.1%
27
16.0%
2.0
2,637
9.1%
13
7.7%
3.0
1,430
4.9%
10
5.9%
4.0
851
2.9%
5
3.0%
5.0
432
1.5%
5
3.0%
6.0
291
1.0%
5
3.0%
7.0
158
0.5%
1
0.6%
8.0
90
0.3%
1
0.6%
9.0
51
0.2%
0
0.0%
10.0
43
0.1%
1
0.6%
11.0
24
<0.1%
1
0.6%
13.0
18
<0.1%
0
0.0%
12.0
14
<0.1%
1
0.6%
15.0
7
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,952
62.0%
99
58.6%
1.0
4,942
17.1%
27
16.0%
2.0
2,637
9.1%
13
7.7%
3.0
1,430
4.9%
10
5.9%
4.0
851
2.9%
5
3.0%
5.0
432
1.5%
5
3.0%
6.0
291
1.0%
5
3.0%
7.0
158
0.5%
1
0.6%
8.0
90
0.3%
1
0.6%
9.0
51
0.2%
0
0.0%
10.0
43
0.1%
1
0.6%
11.0
24
<0.1%
1
0.6%
12.0
14
<0.1%
1
0.6%
13.0
18
<0.1%
0
0.0%
14.0
6
<0.1%
0
0.0%
LARGEST VALUES
58.0
1
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
51.0
1
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
21.0
2
<0.1%
0
0.0%
20.0
3
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
18.0
2
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
16.0
3
<0.1%
0
0.0%
15.0
7
<0.1%
0
0.0%
14.0
6
<0.1%
0
0.0%
13.0
18
<0.1%
0
0.0%
12.0
14
<0.1%
1
0.6%
NAME_CONTRACT_STATUS_Refused
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
19,156
66.1%
69
40.8%
1.0
4,591
15.9%
19
11.2%
2.0
2,242
7.7%
26
15.4%
3.0
1,130
3.9%
14
8.3%
4.0
675
2.3%
12
7.1%
5.0
398
1.4%
5
3.0%
6.0
259
0.9%
4
2.4%
7.0
154
0.5%
3
1.8%
8.0
112
0.4%
4
2.4%
9.0
65
0.2%
2
1.2%
10.0
58
0.2%
2
1.2%
12.0
30
0.1%
2
1.2%
11.0
27
<0.1%
2
1.2%
13.0
24
<0.1%
1
0.6%
14.0
8
<0.1%
0
0.0%
SMALLEST VALUES
0.0
19,156
66.1%
69
40.8%
1.0
4,591
15.9%
19
11.2%
2.0
2,242
7.7%
26
15.4%
3.0
1,130
3.9%
14
8.3%
4.0
675
2.3%
12
7.1%
5.0
398
1.4%
5
3.0%
6.0
259
0.9%
4
2.4%
7.0
154
0.5%
3
1.8%
8.0
112
0.4%
4
2.4%
9.0
65
0.2%
2
1.2%
10.0
58
0.2%
2
1.2%
11.0
27
<0.1%
2
1.2%
12.0
30
0.1%
2
1.2%
13.0
24
<0.1%
1
0.6%
14.0
8
<0.1%
0
0.0%
LARGEST VALUES
68.0
1
<0.1%
0
0.0%
43.0
1
<0.1%
0
0.0%
32.0
1
<0.1%
0
0.0%
26.0
1
<0.1%
0
0.0%
24.0
3
<0.1%
1
0.6%
22.0
1
<0.1%
0
0.0%
21.0
3
<0.1%
0
0.0%
20.0
2
<0.1%
0
0.0%
19.0
4
<0.1%
1
0.6%
18.0
4
<0.1%
0
0.0%
17.0
3
<0.1%
0
0.0%
16.0
7
<0.1%
0
0.0%
15.0
4
<0.1%
1
0.6%
14.0
8
<0.1%
0
0.0%
13.0
24
<0.1%
1
0.6%
NAME_PAYMENT_TYPE_Cash through the bank
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
7,876
27.2%
55
32.5%
2.0
6,158
21.3%
33
19.5%
3.0
4,316
14.9%
20
11.8%
4.0
2,945
10.2%
15
8.9%
5.0
2,041
7.0%
6
3.6%
0.0
1,653
5.7%
11
6.5%
6.0
1,327
4.6%
10
5.9%
7.0
838
2.9%
2
1.2%
8.0
576
2.0%
5
3.0%
9.0
412
1.4%
3
1.8%
10.0
259
0.9%
2
1.2%
11.0
174
0.6%
3
1.8%
12.0
112
0.4%
0
0.0%
13.0
73
0.3%
0
0.0%
15.0
49
0.2%
3
1.8%
SMALLEST VALUES
0.0
1,653
5.7%
11
6.5%
1.0
7,876
27.2%
55
32.5%
2.0
6,158
21.3%
33
19.5%
3.0
4,316
14.9%
20
11.8%
4.0
2,945
10.2%
15
8.9%
5.0
2,041
7.0%
6
3.6%
6.0
1,327
4.6%
10
5.9%
7.0
838
2.9%
2
1.2%
8.0
576
2.0%
5
3.0%
9.0
412
1.4%
3
1.8%
10.0
259
0.9%
2
1.2%
11.0
174
0.6%
3
1.8%
12.0
112
0.4%
0
0.0%
13.0
73
0.3%
0
0.0%
14.0
44
0.2%
0
0.0%
LARGEST VALUES
56.0
1
<0.1%
0
0.0%
37.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
27.0
3
<0.1%
0
0.0%
26.0
2
<0.1%
0
0.0%
25.0
4
<0.1%
0
0.0%
23.0
3
<0.1%
0
0.0%
22.0
3
<0.1%
0
0.0%
21.0
5
<0.1%
0
0.0%
20.0
4
<0.1%
0
0.0%
19.0
7
<0.1%
0
0.0%
18.0
21
<0.1%
0
0.0%
17.0
20
<0.1%
1
0.6%
16.0
36
0.1%
0
0.0%
15.0
49
0.2%
3
1.8%
NAME_PAYMENT_TYPE_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
10,305
35.6%
49
29.0%
1.0
7,137
24.6%
26
15.4%
2.0
4,158
14.4%
32
18.9%
3.0
2,679
9.2%
16
9.5%
4.0
1,636
5.6%
7
4.1%
5.0
1,047
3.6%
6
3.6%
6.0
704
2.4%
5
3.0%
7.0
445
1.5%
8
4.7%
8.0
286
1.0%
7
4.1%
9.0
168
0.6%
3
1.8%
10.0
121
0.4%
2
1.2%
11.0
74
0.3%
1
0.6%
12.0
62
0.2%
2
1.2%
13.0
38
0.1%
1
0.6%
14.0
29
0.1%
0
0.0%
SMALLEST VALUES
0.0
10,305
35.6%
49
29.0%
1.0
7,137
24.6%
26
15.4%
2.0
4,158
14.4%
32
18.9%
3.0
2,679
9.2%
16
9.5%
4.0
1,636
5.6%
7
4.1%
5.0
1,047
3.6%
6
3.6%
6.0
704
2.4%
5
3.0%
7.0
445
1.5%
8
4.7%
8.0
286
1.0%
7
4.1%
9.0
168
0.6%
3
1.8%
10.0
121
0.4%
2
1.2%
11.0
74
0.3%
1
0.6%
12.0
62
0.2%
2
1.2%
13.0
38
0.1%
1
0.6%
14.0
29
0.1%
0
0.0%
LARGEST VALUES
63.0
2
<0.1%
0
0.0%
53.0
1
<0.1%
0
0.0%
40.0
1
<0.1%
0
0.0%
35.0
1
<0.1%
0
0.0%
29.0
2
<0.1%
0
0.0%
28.0
1
<0.1%
0
0.0%
27.0
2
<0.1%
0
0.0%
26.0
1
<0.1%
1
0.6%
25.0
1
<0.1%
1
0.6%
24.0
1
<0.1%
0
0.0%
22.0
3
<0.1%
0
0.0%
21.0
4
<0.1%
1
0.6%
20.0
4
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
18.0
7
<0.1%
0
0.0%
CODE_REJECT_REASON_HC
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
22,579
78.0%
98
58.0%
1.0
3,311
11.4%
26
15.4%
2.0
1,385
4.8%
17
10.1%
3.0
692
2.4%
10
5.9%
4.0
370
1.3%
6
3.6%
5.0
207
0.7%
2
1.2%
6.0
145
0.5%
0
0.0%
7.0
91
0.3%
3
1.8%
8.0
54
0.2%
0
0.0%
10.0
31
0.1%
1
0.6%
9.0
30
0.1%
3
1.8%
11.0
15
<0.1%
0
0.0%
12.0
15
<0.1%
1
0.6%
13.0
13
<0.1%
1
0.6%
14.0
5
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,579
78.0%
98
58.0%
1.0
3,311
11.4%
26
15.4%
2.0
1,385
4.8%
17
10.1%
3.0
692
2.4%
10
5.9%
4.0
370
1.3%
6
3.6%
5.0
207
0.7%
2
1.2%
6.0
145
0.5%
0
0.0%
7.0
91
0.3%
3
1.8%
8.0
54
0.2%
0
0.0%
9.0
30
0.1%
3
1.8%
10.0
31
0.1%
1
0.6%
11.0
15
<0.1%
0
0.0%
12.0
15
<0.1%
1
0.6%
13.0
13
<0.1%
1
0.6%
14.0
5
<0.1%
0
0.0%
LARGEST VALUES
30.0
1
<0.1%
0
0.0%
26.0
1
<0.1%
0
0.0%
24.0
1
<0.1%
1
0.6%
22.0
2
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
18.0
2
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
15.0
5
<0.1%
0
0.0%
14.0
5
<0.1%
0
0.0%
13.0
13
<0.1%
1
0.6%
12.0
15
<0.1%
1
0.6%
11.0
15
<0.1%
0
0.0%
10.0
31
0.1%
1
0.6%
CODE_REJECT_REASON_XAP
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
6,362
22.0%
64
37.9%
2.0
5,229
18.1%
23
13.6%
3.0
4,316
14.9%
26
15.4%
4.0
3,497
12.1%
6
3.6%
5.0
2,700
9.3%
14
8.3%
6.0
1,961
6.8%
7
4.1%
7.0
1,443
5.0%
10
5.9%
8.0
1,037
3.6%
7
4.1%
9.0
724
2.5%
2
1.2%
10.0
506
1.7%
2
1.2%
11.0
340
1.2%
3
1.8%
12.0
239
0.8%
0
0.0%
13.0
162
0.6%
1
0.6%
14.0
125
0.4%
1
0.6%
15.0
79
0.3%
1
0.6%
SMALLEST VALUES
0.0
66
0.2%
0
0.0%
1.0
6,362
22.0%
64
37.9%
2.0
5,229
18.1%
23
13.6%
3.0
4,316
14.9%
26
15.4%
4.0
3,497
12.1%
6
3.6%
5.0
2,700
9.3%
14
8.3%
6.0
1,961
6.8%
7
4.1%
7.0
1,443
5.0%
10
5.9%
8.0
1,037
3.6%
7
4.1%
9.0
724
2.5%
2
1.2%
10.0
506
1.7%
2
1.2%
11.0
340
1.2%
3
1.8%
12.0
239
0.8%
0
0.0%
13.0
162
0.6%
1
0.6%
14.0
125
0.4%
1
0.6%
LARGEST VALUES
67.0
1
<0.1%
0
0.0%
60.0
1
<0.1%
0
0.0%
58.0
1
<0.1%
0
0.0%
32.0
1
<0.1%
0
0.0%
29.0
2
<0.1%
0
0.0%
27.0
4
<0.1%
0
0.0%
26.0
2
<0.1%
0
0.0%
24.0
3
<0.1%
0
0.0%
23.0
3
<0.1%
0
0.0%
22.0
6
<0.1%
0
0.0%
21.0
7
<0.1%
0
0.0%
20.0
13
<0.1%
0
0.0%
19.0
15
<0.1%
0
0.0%
18.0
32
0.1%
1
0.6%
17.0
42
0.1%
0
0.0%
NAME_TYPE_SUITE_Family
MISSING:
6,157
(20%)
33
(19%)
MOST FREQUENT VALUES
0.0
13,138
53.8%
93
66.4%
1.0
7,267
29.8%
32
22.9%
2.0
2,509
10.3%
9
6.4%
3.0
918
3.8%
5
3.6%
4.0
333
1.4%
0
0.0%
5.0
140
0.6%
1
0.7%
6.0
50
0.2%
0
0.0%
7.0
30
0.1%
0
0.0%
8.0
18
<0.1%
0
0.0%
9.0
11
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
13,138
53.8%
93
66.4%
1.0
7,267
29.8%
32
22.9%
2.0
2,509
10.3%
9
6.4%
3.0
918
3.8%
5
3.6%
4.0
333
1.4%
0
0.0%
5.0
140
0.6%
1
0.7%
6.0
50
0.2%
0
0.0%
7.0
30
0.1%
0
0.0%
8.0
18
<0.1%
0
0.0%
9.0
11
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
14.0
1
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
9.0
11
<0.1%
0
0.0%
8.0
18
<0.1%
0
0.0%
7.0
30
0.1%
0
0.0%
6.0
50
0.2%
0
0.0%
5.0
140
0.6%
1
0.7%
4.0
333
1.4%
0
0.0%
3.0
918
3.8%
5
3.6%
2.0
2,509
10.3%
9
6.4%
1.0
7,267
29.8%
32
22.9%
0.0
13,138
53.8%
93
66.4%
NAME_TYPE_SUITE_Spouse, partner
MISSING:
6,157
(20%)
33
(19%)
TOP CATEGORIES
0.0
20,166
83%
114
81%
1.0
3,235
13%
17
12%
2.0
737
3%
6
4%
3.0
198
<1%
2
1%
4.0
56
<1%
1
<1%
5.0
18
<1%
0
0%
6.0
8
<1%
0
0%
10.0
2
<1%
0
0%
8.0
1
<1%
0
0%
9.0
1
<1%
0
0%
ALL
24,422
100%
140
100%
NAME_TYPE_SUITE_Unaccompanied
MISSING:
6,157
(20%)
33
(19%)
MOST FREQUENT VALUES
1.0
7,932
32.5%
50
35.7%
0.0
6,262
25.6%
30
21.4%
2.0
4,477
18.3%
21
15.0%
3.0
2,542
10.4%
15
10.7%
4.0
1,338
5.5%
7
5.0%
5.0
745
3.1%
6
4.3%
6.0
443
1.8%
2
1.4%
7.0
244
1.0%
3
2.1%
8.0
147
0.6%
0
0.0%
9.0
86
0.4%
1
0.7%
10.0
74
0.3%
0
0.0%
11.0
44
0.2%
1
0.7%
12.0
21
<0.1%
0
0.0%
14.0
17
<0.1%
1
0.7%
13.0
14
<0.1%
0
0.0%
SMALLEST VALUES
0.0
6,262
25.6%
30
21.4%
1.0
7,932
32.5%
50
35.7%
2.0
4,477
18.3%
21
15.0%
3.0
2,542
10.4%
15
10.7%
4.0
1,338
5.5%
7
5.0%
5.0
745
3.1%
6
4.3%
6.0
443
1.8%
2
1.4%
7.0
244
1.0%
3
2.1%
8.0
147
0.6%
0
0.0%
9.0
86
0.4%
1
0.7%
10.0
74
0.3%
0
0.0%
11.0
44
0.2%
1
0.7%
12.0
21
<0.1%
0
0.0%
13.0
14
<0.1%
0
0.0%
14.0
17
<0.1%
1
0.7%
LARGEST VALUES
35.0
1
<0.1%
0
0.0%
22.0
2
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
1
0.7%
18.0
4
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
16.0
11
<0.1%
0
0.0%
15.0
14
<0.1%
2
1.4%
14.0
17
<0.1%
1
0.7%
13.0
14
<0.1%
0
0.0%
12.0
21
<0.1%
0
0.0%
11.0
44
0.2%
1
0.7%
10.0
74
0.3%
0
0.0%
9.0
86
0.4%
1
0.7%
8.0
147
0.6%
0
0.0%
NAME_CLIENT_TYPE_New
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
21,980
75.9%
137
81.1%
0.0
5,310
18.3%
11
6.5%
2.0
1,357
4.7%
12
7.1%
3.0
214
0.7%
6
3.6%
4.0
60
0.2%
3
1.8%
5.0
26
<0.1%
0
0.0%
6.0
5
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
5,310
18.3%
11
6.5%
1.0
21,980
75.9%
137
81.1%
2.0
1,357
4.7%
12
7.1%
3.0
214
0.7%
6
3.6%
4.0
60
0.2%
3
1.8%
5.0
26
<0.1%
0
0.0%
6.0
5
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
LARGEST VALUES
12.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
6.0
5
<0.1%
0
0.0%
5.0
26
<0.1%
0
0.0%
4.0
60
0.2%
3
1.8%
3.0
214
0.7%
6
3.6%
2.0
1,357
4.7%
12
7.1%
1.0
21,980
75.9%
137
81.1%
0.0
5,310
18.3%
11
6.5%
NAME_CLIENT_TYPE_Refreshed
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
21,374
73.8%
146
86.4%
1.0
5,451
18.8%
10
5.9%
2.0
1,313
4.5%
7
4.1%
3.0
435
1.5%
3
1.8%
4.0
183
0.6%
0
0.0%
5.0
101
0.3%
0
0.0%
6.0
50
0.2%
1
0.6%
7.0
20
<0.1%
1
0.6%
8.0
17
<0.1%
0
0.0%
9.0
7
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
3
<0.1%
1
0.6%
13.0
2
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
21,374
73.8%
146
86.4%
1.0
5,451
18.8%
10
5.9%
2.0
1,313
4.5%
7
4.1%
3.0
435
1.5%
3
1.8%
4.0
183
0.6%
0
0.0%
5.0
101
0.3%
0
0.0%
6.0
50
0.2%
1
0.6%
7.0
20
<0.1%
1
0.6%
8.0
17
<0.1%
0
0.0%
9.0
7
<0.1%
0
0.0%
10.0
3
<0.1%
1
0.6%
11.0
6
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
LARGEST VALUES
15.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
3
<0.1%
1
0.6%
9.0
7
<0.1%
0
0.0%
8.0
17
<0.1%
0
0.0%
7.0
20
<0.1%
1
0.6%
6.0
50
0.2%
1
0.6%
5.0
101
0.3%
0
0.0%
4.0
183
0.6%
0
0.0%
3.0
435
1.5%
3
1.8%
2.0
1,313
4.5%
7
4.1%
1.0
5,451
18.8%
10
5.9%
0.0
21,374
73.8%
146
86.4%
NAME_CLIENT_TYPE_Repeater
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
7,145
24.7%
51
30.2%
1.0
4,428
15.3%
19
11.2%
2.0
3,586
12.4%
19
11.2%
3.0
2,934
10.1%
13
7.7%
4.0
2,395
8.3%
7
4.1%
5.0
1,854
6.4%
11
6.5%
6.0
1,470
5.1%
4
2.4%
7.0
1,159
4.0%
7
4.1%
8.0
890
3.1%
3
1.8%
9.0
719
2.5%
5
3.0%
10.0
523
1.8%
2
1.2%
11.0
434
1.5%
4
2.4%
12.0
315
1.1%
2
1.2%
13.0
255
0.9%
4
2.4%
14.0
171
0.6%
5
3.0%
SMALLEST VALUES
0.0
7,145
24.7%
51
30.2%
1.0
4,428
15.3%
19
11.2%
2.0
3,586
12.4%
19
11.2%
3.0
2,934
10.1%
13
7.7%
4.0
2,395
8.3%
7
4.1%
5.0
1,854
6.4%
11
6.5%
6.0
1,470
5.1%
4
2.4%
7.0
1,159
4.0%
7
4.1%
8.0
890
3.1%
3
1.8%
9.0
719
2.5%
5
3.0%
10.0
523
1.8%
2
1.2%
11.0
434
1.5%
4
2.4%
12.0
315
1.1%
2
1.2%
13.0
255
0.9%
4
2.4%
14.0
171
0.6%
5
3.0%
LARGEST VALUES
71.0
1
<0.1%
0
0.0%
64.0
1
<0.1%
0
0.0%
63.0
1
<0.1%
0
0.0%
58.0
1
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
48.0
2
<0.1%
0
0.0%
44.0
1
<0.1%
0
0.0%
43.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
40.0
1
<0.1%
0
0.0%
39.0
1
<0.1%
0
0.0%
37.0
2
<0.1%
0
0.0%
36.0
2
<0.1%
0
0.0%
35.0
1
<0.1%
0
0.0%
33.0
4
<0.1%
1
0.6%
NAME_GOODS_CATEGORY_Audio/Video
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
22,202
76.7%
139
82.2%
1.0
5,585
19.3%
24
14.2%
2.0
924
3.2%
3
1.8%
3.0
170
0.6%
3
1.8%
4.0
45
0.2%
0
0.0%
5.0
24
<0.1%
0
0.0%
6.0
7
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
8.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,202
76.7%
139
82.2%
1.0
5,585
19.3%
24
14.2%
2.0
924
3.2%
3
1.8%
3.0
170
0.6%
3
1.8%
4.0
45
0.2%
0
0.0%
5.0
24
<0.1%
0
0.0%
6.0
7
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
8.0
1
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
LARGEST VALUES
12.0
1
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
8.0
1
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
6.0
7
<0.1%
0
0.0%
5.0
24
<0.1%
0
0.0%
4.0
45
0.2%
0
0.0%
3.0
170
0.6%
3
1.8%
2.0
924
3.2%
3
1.8%
1.0
5,585
19.3%
24
14.2%
0.0
22,202
76.7%
139
82.2%
NAME_GOODS_CATEGORY_Computers
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
22,040
76.1%
137
81.1%
1.0
5,570
19.2%
27
16.0%
2.0
988
3.4%
4
2.4%
3.0
247
0.9%
1
0.6%
4.0
70
0.2%
0
0.0%
5.0
26
<0.1%
0
0.0%
6.0
11
<0.1%
0
0.0%
7.0
5
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,040
76.1%
137
81.1%
1.0
5,570
19.2%
27
16.0%
2.0
988
3.4%
4
2.4%
3.0
247
0.9%
1
0.6%
4.0
70
0.2%
0
0.0%
5.0
26
<0.1%
0
0.0%
6.0
11
<0.1%
0
0.0%
7.0
5
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
LARGEST VALUES
12.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
7.0
5
<0.1%
0
0.0%
6.0
11
<0.1%
0
0.0%
5.0
26
<0.1%
0
0.0%
4.0
70
0.2%
0
0.0%
3.0
247
0.9%
1
0.6%
2.0
988
3.4%
4
2.4%
1.0
5,570
19.2%
27
16.0%
0.0
22,040
76.1%
137
81.1%
NAME_GOODS_CATEGORY_Consumer Electronics
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
0.0
21,055
73%
130
77%
1.0
6,115
21%
32
19%
2.0
1,350
5%
5
3%
3.0
325
1%
2
1%
4.0
80
<1%
0
0%
5.0
21
<1%
0
0%
6.0
11
<1%
0
0%
8.0
4
<1%
0
0%
7.0
3
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_GOODS_CATEGORY_Furniture
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
0.0
25,291
87%
157
93%
1.0
3,046
11%
10
6%
2.0
475
2%
0
0%
3.0
101
<1%
1
<1%
4.0
31
<1%
0
0%
5.0
14
<1%
1
<1%
6.0
5
<1%
0
0%
7.0
1
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_GOODS_CATEGORY_Mobile
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
16,649
57.5%
91
53.8%
1.0
8,008
27.6%
56
33.1%
2.0
2,828
9.8%
16
9.5%
3.0
906
3.1%
5
3.0%
4.0
338
1.2%
0
0.0%
5.0
137
0.5%
1
0.6%
6.0
56
0.2%
0
0.0%
7.0
24
<0.1%
0
0.0%
8.0
9
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
16,649
57.5%
91
53.8%
1.0
8,008
27.6%
56
33.1%
2.0
2,828
9.8%
16
9.5%
3.0
906
3.1%
5
3.0%
4.0
338
1.2%
0
0.0%
5.0
137
0.5%
1
0.6%
6.0
56
0.2%
0
0.0%
7.0
24
<0.1%
0
0.0%
8.0
9
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
LARGEST VALUES
12.0
3
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
8.0
9
<0.1%
0
0.0%
7.0
24
<0.1%
0
0.0%
6.0
56
0.2%
0
0.0%
5.0
137
0.5%
1
0.6%
4.0
338
1.2%
0
0.0%
3.0
906
3.1%
5
3.0%
2.0
2,828
9.8%
16
9.5%
1.0
8,008
27.6%
56
33.1%
0.0
16,649
57.5%
91
53.8%
NAME_GOODS_CATEGORY_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
9,484
32.7%
44
26.0%
1.0
5,008
17.3%
21
12.4%
2.0
3,598
12.4%
23
13.6%
3.0
2,728
9.4%
12
7.1%
4.0
2,010
6.9%
14
8.3%
5.0
1,496
5.2%
3
1.8%
6.0
1,126
3.9%
6
3.6%
7.0
849
2.9%
9
5.3%
8.0
670
2.3%
7
4.1%
9.0
476
1.6%
5
3.0%
10.0
372
1.3%
2
1.2%
11.0
245
0.8%
1
0.6%
12.0
200
0.7%
4
2.4%
13.0
156
0.5%
4
2.4%
14.0
111
0.4%
3
1.8%
SMALLEST VALUES
0.0
9,484
32.7%
44
26.0%
1.0
5,008
17.3%
21
12.4%
2.0
3,598
12.4%
23
13.6%
3.0
2,728
9.4%
12
7.1%
4.0
2,010
6.9%
14
8.3%
5.0
1,496
5.2%
3
1.8%
6.0
1,126
3.9%
6
3.6%
7.0
849
2.9%
9
5.3%
8.0
670
2.3%
7
4.1%
9.0
476
1.6%
5
3.0%
10.0
372
1.3%
2
1.2%
11.0
245
0.8%
1
0.6%
12.0
200
0.7%
4
2.4%
13.0
156
0.5%
4
2.4%
14.0
111
0.4%
3
1.8%
LARGEST VALUES
68.0
1
<0.1%
0
0.0%
62.0
1
<0.1%
0
0.0%
58.0
1
<0.1%
0
0.0%
53.0
1
<0.1%
0
0.0%
51.0
1
<0.1%
0
0.0%
47.0
1
<0.1%
0
0.0%
44.0
1
<0.1%
0
0.0%
42.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
38.0
1
<0.1%
0
0.0%
37.0
1
<0.1%
0
0.0%
36.0
1
<0.1%
0
0.0%
35.0
3
<0.1%
0
0.0%
34.0
1
<0.1%
0
0.0%
33.0
3
<0.1%
0
0.0%
NAME_PORTFOLIO_Cards
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
19,311
66.7%
89
52.7%
1.0
8,064
27.8%
49
29.0%
2.0
1,123
3.9%
20
11.8%
3.0
282
1.0%
3
1.8%
4.0
100
0.3%
5
3.0%
5.0
46
0.2%
1
0.6%
6.0
20
<0.1%
1
0.6%
8.0
5
<0.1%
1
0.6%
7.0
5
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
19,311
66.7%
89
52.7%
1.0
8,064
27.8%
49
29.0%
2.0
1,123
3.9%
20
11.8%
3.0
282
1.0%
3
1.8%
4.0
100
0.3%
5
3.0%
5.0
46
0.2%
1
0.6%
6.0
20
<0.1%
1
0.6%
7.0
5
<0.1%
0
0.0%
8.0
5
<0.1%
1
0.6%
9.0
2
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
LARGEST VALUES
31.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
8.0
5
<0.1%
1
0.6%
7.0
5
<0.1%
0
0.0%
6.0
20
<0.1%
1
0.6%
5.0
46
0.2%
1
0.6%
4.0
100
0.3%
5
3.0%
3.0
282
1.0%
3
1.8%
2.0
1,123
3.9%
20
11.8%
1.0
8,064
27.8%
49
29.0%
0.0
19,311
66.7%
89
52.7%
NAME_PORTFOLIO_Cash
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
14,072
48.6%
69
40.8%
1.0
6,306
21.8%
38
22.5%
2.0
3,276
11.3%
17
10.1%
3.0
1,924
6.6%
12
7.1%
4.0
1,189
4.1%
6
3.6%
5.0
760
2.6%
6
3.6%
6.0
488
1.7%
8
4.7%
7.0
280
1.0%
4
2.4%
8.0
206
0.7%
1
0.6%
9.0
130
0.4%
2
1.2%
10.0
110
0.4%
1
0.6%
11.0
70
0.2%
0
0.0%
12.0
45
0.2%
1
0.6%
13.0
30
0.1%
1
0.6%
14.0
21
<0.1%
1
0.6%
SMALLEST VALUES
0.0
14,072
48.6%
69
40.8%
1.0
6,306
21.8%
38
22.5%
2.0
3,276
11.3%
17
10.1%
3.0
1,924
6.6%
12
7.1%
4.0
1,189
4.1%
6
3.6%
5.0
760
2.6%
6
3.6%
6.0
488
1.7%
8
4.7%
7.0
280
1.0%
4
2.4%
8.0
206
0.7%
1
0.6%
9.0
130
0.4%
2
1.2%
10.0
110
0.4%
1
0.6%
11.0
70
0.2%
0
0.0%
12.0
45
0.2%
1
0.6%
13.0
30
0.1%
1
0.6%
14.0
21
<0.1%
1
0.6%
LARGEST VALUES
33.0
1
<0.1%
0
0.0%
32.0
1
<0.1%
0
0.0%
27.0
1
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
22.0
5
<0.1%
0
0.0%
21.0
5
<0.1%
1
0.6%
20.0
3
<0.1%
0
0.0%
19.0
3
<0.1%
0
0.0%
18.0
2
<0.1%
0
0.0%
17.0
4
<0.1%
1
0.6%
16.0
12
<0.1%
0
0.0%
15.0
19
<0.1%
0
0.0%
14.0
21
<0.1%
1
0.6%
13.0
30
0.1%
1
0.6%
12.0
45
0.2%
1
0.6%
NAME_PORTFOLIO_POS
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
11,787
40.7%
91
53.8%
2.0
7,014
24.2%
39
23.1%
3.0
3,696
12.8%
12
7.1%
0.0
2,306
8.0%
16
9.5%
4.0
1,967
6.8%
5
3.0%
5.0
1,017
3.5%
1
0.6%
6.0
542
1.9%
4
2.4%
7.0
286
1.0%
0
0.0%
8.0
153
0.5%
1
0.6%
9.0
71
0.2%
0
0.0%
10.0
48
0.2%
0
0.0%
11.0
37
0.1%
0
0.0%
12.0
16
<0.1%
0
0.0%
13.0
11
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
SMALLEST VALUES
0.0
2,306
8.0%
16
9.5%
1.0
11,787
40.7%
91
53.8%
2.0
7,014
24.2%
39
23.1%
3.0
3,696
12.8%
12
7.1%
4.0
1,967
6.8%
5
3.0%
5.0
1,017
3.5%
1
0.6%
6.0
542
1.9%
4
2.4%
7.0
286
1.0%
0
0.0%
8.0
153
0.5%
1
0.6%
9.0
71
0.2%
0
0.0%
10.0
48
0.2%
0
0.0%
11.0
37
0.1%
0
0.0%
12.0
16
<0.1%
0
0.0%
13.0
11
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
LARGEST VALUES
29.0
1
<0.1%
0
0.0%
26.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
18.0
2
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
13.0
11
<0.1%
0
0.0%
12.0
16
<0.1%
0
0.0%
11.0
37
0.1%
0
0.0%
10.0
48
0.2%
0
0.0%
9.0
71
0.2%
0
0.0%
8.0
153
0.5%
1
0.6%
7.0
286
1.0%
0
0.0%
NAME_PORTFOLIO_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
16,376
56.5%
81
47.9%
1.0
5,596
19.3%
31
18.3%
2.0
2,922
10.1%
14
8.3%
3.0
1,663
5.7%
9
5.3%
4.0
964
3.3%
12
7.1%
5.0
538
1.9%
7
4.1%
6.0
337
1.2%
5
3.0%
7.0
205
0.7%
0
0.0%
8.0
110
0.4%
3
1.8%
9.0
79
0.3%
2
1.2%
10.0
65
0.2%
2
1.2%
11.0
27
<0.1%
1
0.6%
12.0
20
<0.1%
1
0.6%
13.0
13
<0.1%
0
0.0%
15.0
12
<0.1%
0
0.0%
SMALLEST VALUES
0.0
16,376
56.5%
81
47.9%
1.0
5,596
19.3%
31
18.3%
2.0
2,922
10.1%
14
8.3%
3.0
1,663
5.7%
9
5.3%
4.0
964
3.3%
12
7.1%
5.0
538
1.9%
7
4.1%
6.0
337
1.2%
5
3.0%
7.0
205
0.7%
0
0.0%
8.0
110
0.4%
3
1.8%
9.0
79
0.3%
2
1.2%
10.0
65
0.2%
2
1.2%
11.0
27
<0.1%
1
0.6%
12.0
20
<0.1%
1
0.6%
13.0
13
<0.1%
0
0.0%
14.0
11
<0.1%
0
0.0%
LARGEST VALUES
59.0
1
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
52.0
1
<0.1%
0
0.0%
39.0
1
<0.1%
0
0.0%
26.0
1
<0.1%
0
0.0%
25.0
2
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
23.0
2
<0.1%
0
0.0%
22.0
2
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
18.0
4
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
16.0
2
<0.1%
1
0.6%
NAME_PRODUCT_TYPE_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
7,957
27.5%
53
31.4%
2.0
6,211
21.4%
34
20.1%
3.0
4,586
15.8%
23
13.6%
4.0
3,115
10.8%
8
4.7%
5.0
2,102
7.3%
9
5.3%
6.0
1,318
4.6%
12
7.1%
0.0
1,058
3.7%
7
4.1%
7.0
889
3.1%
6
3.6%
8.0
577
2.0%
2
1.2%
9.0
385
1.3%
5
3.0%
10.0
251
0.9%
5
3.0%
11.0
173
0.6%
1
0.6%
12.0
116
0.4%
2
1.2%
13.0
79
0.3%
0
0.0%
14.0
38
0.1%
0
0.0%
SMALLEST VALUES
0.0
1,058
3.7%
7
4.1%
1.0
7,957
27.5%
53
31.4%
2.0
6,211
21.4%
34
20.1%
3.0
4,586
15.8%
23
13.6%
4.0
3,115
10.8%
8
4.7%
5.0
2,102
7.3%
9
5.3%
6.0
1,318
4.6%
12
7.1%
7.0
889
3.1%
6
3.6%
8.0
577
2.0%
2
1.2%
9.0
385
1.3%
5
3.0%
10.0
251
0.9%
5
3.0%
11.0
173
0.6%
1
0.6%
12.0
116
0.4%
2
1.2%
13.0
79
0.3%
0
0.0%
14.0
38
0.1%
0
0.0%
LARGEST VALUES
61.0
2
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
40.0
1
<0.1%
0
0.0%
30.0
3
<0.1%
0
0.0%
29.0
2
<0.1%
0
0.0%
28.0
2
<0.1%
0
0.0%
27.0
2
<0.1%
0
0.0%
25.0
4
<0.1%
0
0.0%
23.0
3
<0.1%
0
0.0%
22.0
2
<0.1%
0
0.0%
21.0
5
<0.1%
0
0.0%
20.0
3
<0.1%
1
0.6%
19.0
8
<0.1%
0
0.0%
18.0
11
<0.1%
0
0.0%
17.0
10
<0.1%
0
0.0%
NAME_PRODUCT_TYPE_walk-in
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
21,841
75.4%
80
47.3%
1.0
4,616
15.9%
32
18.9%
2.0
1,335
4.6%
22
13.0%
3.0
529
1.8%
11
6.5%
4.0
277
1.0%
8
4.7%
5.0
148
0.5%
4
2.4%
6.0
99
0.3%
2
1.2%
7.0
48
0.2%
3
1.8%
8.0
22
<0.1%
0
0.0%
9.0
15
<0.1%
3
1.8%
10.0
9
<0.1%
0
0.0%
13.0
7
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
4
<0.1%
1
0.6%
14.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
21,841
75.4%
80
47.3%
1.0
4,616
15.9%
32
18.9%
2.0
1,335
4.6%
22
13.0%
3.0
529
1.8%
11
6.5%
4.0
277
1.0%
8
4.7%
5.0
148
0.5%
4
2.4%
6.0
99
0.3%
2
1.2%
7.0
48
0.2%
3
1.8%
8.0
22
<0.1%
0
0.0%
9.0
15
<0.1%
3
1.8%
10.0
9
<0.1%
0
0.0%
11.0
4
<0.1%
1
0.6%
12.0
5
<0.1%
0
0.0%
13.0
7
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
42.0
1
<0.1%
0
0.0%
39.0
1
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
16.0
1
<0.1%
1
0.6%
15.0
1
<0.1%
1
0.6%
14.0
2
<0.1%
0
0.0%
13.0
7
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
4
<0.1%
1
0.6%
10.0
9
<0.1%
0
0.0%
9.0
15
<0.1%
3
1.8%
8.0
22
<0.1%
0
0.0%
7.0
48
0.2%
3
1.8%
6.0
99
0.3%
2
1.2%
NAME_PRODUCT_TYPE_x-sell
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
13,914
48.0%
99
58.6%
1.0
5,934
20.5%
28
16.6%
2.0
3,673
12.7%
13
7.7%
3.0
2,123
7.3%
11
6.5%
4.0
1,294
4.5%
3
1.8%
5.0
741
2.6%
6
3.6%
6.0
471
1.6%
1
0.6%
7.0
263
0.9%
5
3.0%
8.0
211
0.7%
0
0.0%
9.0
98
0.3%
1
0.6%
10.0
83
0.3%
0
0.0%
11.0
52
0.2%
1
0.6%
12.0
43
0.1%
0
0.0%
13.0
28
<0.1%
0
0.0%
14.0
10
<0.1%
1
0.6%
SMALLEST VALUES
0.0
13,914
48.0%
99
58.6%
1.0
5,934
20.5%
28
16.6%
2.0
3,673
12.7%
13
7.7%
3.0
2,123
7.3%
11
6.5%
4.0
1,294
4.5%
3
1.8%
5.0
741
2.6%
6
3.6%
6.0
471
1.6%
1
0.6%
7.0
263
0.9%
5
3.0%
8.0
211
0.7%
0
0.0%
9.0
98
0.3%
1
0.6%
10.0
83
0.3%
0
0.0%
11.0
52
0.2%
1
0.6%
12.0
43
0.1%
0
0.0%
13.0
28
<0.1%
0
0.0%
14.0
10
<0.1%
1
0.6%
LARGEST VALUES
31.0
1
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
21.0
3
<0.1%
0
0.0%
20.0
3
<0.1%
0
0.0%
18.0
2
<0.1%
0
0.0%
17.0
2
<0.1%
0
0.0%
16.0
4
<0.1%
0
0.0%
15.0
9
<0.1%
0
0.0%
14.0
10
<0.1%
1
0.6%
13.0
28
<0.1%
0
0.0%
12.0
43
0.1%
0
0.0%
11.0
52
0.2%
1
0.6%
10.0
83
0.3%
0
0.0%
9.0
98
0.3%
1
0.6%
CHANNEL_TYPE_Contact center
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
24,980
86.2%
139
82.2%
1.0
2,902
10.0%
14
8.3%
2.0
703
2.4%
7
4.1%
3.0
228
0.8%
2
1.2%
4.0
76
0.3%
3
1.8%
5.0
39
0.1%
0
0.0%
6.0
14
<0.1%
2
1.2%
7.0
8
<0.1%
1
0.6%
9.0
5
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
33.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
24,980
86.2%
139
82.2%
1.0
2,902
10.0%
14
8.3%
2.0
703
2.4%
7
4.1%
3.0
228
0.8%
2
1.2%
4.0
76
0.3%
3
1.8%
5.0
39
0.1%
0
0.0%
6.0
14
<0.1%
2
1.2%
7.0
8
<0.1%
1
0.6%
8.0
2
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
33.0
1
<0.1%
0
0.0%
LARGEST VALUES
57.0
1
<0.1%
0
0.0%
33.0
1
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
7.0
8
<0.1%
1
0.6%
6.0
14
<0.1%
2
1.2%
5.0
39
0.1%
0
0.0%
4.0
76
0.3%
3
1.8%
3.0
228
0.8%
2
1.2%
2.0
703
2.4%
7
4.1%
1.0
2,902
10.0%
14
8.3%
CHANNEL_TYPE_Country-wide
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
9,684
33.4%
59
34.9%
0.0
8,990
31.0%
52
30.8%
2.0
5,061
17.5%
30
17.8%
3.0
2,500
8.6%
15
8.9%
4.0
1,288
4.4%
7
4.1%
5.0
696
2.4%
1
0.6%
6.0
331
1.1%
2
1.2%
7.0
172
0.6%
1
0.6%
8.0
86
0.3%
1
0.6%
9.0
52
0.2%
1
0.6%
10.0
33
0.1%
0
0.0%
11.0
25
<0.1%
0
0.0%
12.0
16
<0.1%
0
0.0%
13.0
8
<0.1%
0
0.0%
14.0
5
<0.1%
0
0.0%
SMALLEST VALUES
0.0
8,990
31.0%
52
30.8%
1.0
9,684
33.4%
59
34.9%
2.0
5,061
17.5%
30
17.8%
3.0
2,500
8.6%
15
8.9%
4.0
1,288
4.4%
7
4.1%
5.0
696
2.4%
1
0.6%
6.0
331
1.1%
2
1.2%
7.0
172
0.6%
1
0.6%
8.0
86
0.3%
1
0.6%
9.0
52
0.2%
1
0.6%
10.0
33
0.1%
0
0.0%
11.0
25
<0.1%
0
0.0%
12.0
16
<0.1%
0
0.0%
13.0
8
<0.1%
0
0.0%
14.0
5
<0.1%
0
0.0%
LARGEST VALUES
54.0
1
<0.1%
0
0.0%
30.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
21.0
2
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
19.0
3
<0.1%
0
0.0%
16.0
3
<0.1%
0
0.0%
15.0
5
<0.1%
0
0.0%
14.0
5
<0.1%
0
0.0%
13.0
8
<0.1%
0
0.0%
12.0
16
<0.1%
0
0.0%
11.0
25
<0.1%
0
0.0%
10.0
33
0.1%
0
0.0%
9.0
52
0.2%
1
0.6%
8.0
86
0.3%
1
0.6%
CHANNEL_TYPE_Credit and cash offices
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
13,779
47.6%
81
47.9%
1.0
3,820
13.2%
19
11.2%
2.0
2,966
10.2%
18
10.7%
3.0
2,211
7.6%
6
3.6%
4.0
1,627
5.6%
5
3.0%
5.0
1,144
3.9%
5
3.0%
6.0
877
3.0%
5
3.0%
7.0
640
2.2%
9
5.3%
8.0
506
1.7%
2
1.2%
9.0
359
1.2%
3
1.8%
10.0
241
0.8%
8
4.7%
11.0
168
0.6%
0
0.0%
12.0
145
0.5%
2
1.2%
13.0
105
0.4%
1
0.6%
14.0
82
0.3%
2
1.2%
SMALLEST VALUES
0.0
13,779
47.6%
81
47.9%
1.0
3,820
13.2%
19
11.2%
2.0
2,966
10.2%
18
10.7%
3.0
2,211
7.6%
6
3.6%
4.0
1,627
5.6%
5
3.0%
5.0
1,144
3.9%
5
3.0%
6.0
877
3.0%
5
3.0%
7.0
640
2.2%
9
5.3%
8.0
506
1.7%
2
1.2%
9.0
359
1.2%
3
1.8%
10.0
241
0.8%
8
4.7%
11.0
168
0.6%
0
0.0%
12.0
145
0.5%
2
1.2%
13.0
105
0.4%
1
0.6%
14.0
82
0.3%
2
1.2%
LARGEST VALUES
68.0
1
<0.1%
0
0.0%
47.0
1
<0.1%
0
0.0%
44.0
2
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
37.0
1
<0.1%
0
0.0%
34.0
1
<0.1%
0
0.0%
33.0
3
<0.1%
0
0.0%
32.0
2
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
30.0
1
<0.1%
0
0.0%
29.0
2
<0.1%
0
0.0%
28.0
2
<0.1%
0
0.0%
27.0
8
<0.1%
0
0.0%
26.0
6
<0.1%
0
0.0%
25.0
5
<0.1%
0
0.0%
CHANNEL_TYPE_Regional / Local
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
0.0
22,639
78%
138
82%
1.0
4,619
16%
25
15%
2.0
1,150
4%
4
2%
3.0
358
1%
2
1%
4.0
119
<1%
0
0%
5.0
39
<1%
0
0%
6.0
27
<1%
0
0%
8.0
6
<1%
0
0%
7.0
6
<1%
0
0%
11.0
1
<1%
0
0%
ALL
28,964
100%
169
100%
CHANNEL_TYPE_Stone
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,213
59.4%
109
64.5%
1.0
7,856
27.1%
43
25.4%
2.0
2,440
8.4%
11
6.5%
3.0
819
2.8%
3
1.8%
4.0
335
1.2%
1
0.6%
5.0
160
0.6%
1
0.6%
6.0
66
0.2%
1
0.6%
7.0
40
0.1%
0
0.0%
8.0
14
<0.1%
0
0.0%
9.0
10
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,213
59.4%
109
64.5%
1.0
7,856
27.1%
43
25.4%
2.0
2,440
8.4%
11
6.5%
3.0
819
2.8%
3
1.8%
4.0
335
1.2%
1
0.6%
5.0
160
0.6%
1
0.6%
6.0
66
0.2%
1
0.6%
7.0
40
0.1%
0
0.0%
8.0
14
<0.1%
0
0.0%
9.0
10
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
LARGEST VALUES
17.0
1
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
9.0
10
<0.1%
0
0.0%
8.0
14
<0.1%
0
0.0%
7.0
40
0.1%
0
0.0%
6.0
66
0.2%
1
0.6%
5.0
160
0.6%
1
0.6%
4.0
335
1.2%
1
0.6%
3.0
819
2.8%
3
1.8%
2.0
2,440
8.4%
11
6.5%
1.0
7,856
27.1%
43
25.4%
0.0
17,213
59.4%
109
64.5%
NAME_SELLER_INDUSTRY_Connectivity
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
15,582
53.8%
70
41.4%
1.0
7,790
26.9%
57
33.7%
2.0
3,227
11.1%
25
14.8%
3.0
1,289
4.5%
9
5.3%
4.0
582
2.0%
3
1.8%
5.0
238
0.8%
4
2.4%
6.0
125
0.4%
1
0.6%
7.0
60
0.2%
0
0.0%
8.0
24
<0.1%
0
0.0%
9.0
18
<0.1%
0
0.0%
10.0
8
<0.1%
0
0.0%
13.0
6
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
15,582
53.8%
70
41.4%
1.0
7,790
26.9%
57
33.7%
2.0
3,227
11.1%
25
14.8%
3.0
1,289
4.5%
9
5.3%
4.0
582
2.0%
3
1.8%
5.0
238
0.8%
4
2.4%
6.0
125
0.4%
1
0.6%
7.0
60
0.2%
0
0.0%
8.0
24
<0.1%
0
0.0%
9.0
18
<0.1%
0
0.0%
10.0
8
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
6
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
LARGEST VALUES
28.0
1
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
13.0
6
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
8
<0.1%
0
0.0%
9.0
18
<0.1%
0
0.0%
8.0
24
<0.1%
0
0.0%
7.0
60
0.2%
0
0.0%
6.0
125
0.4%
1
0.6%
5.0
238
0.8%
4
2.4%
4.0
582
2.0%
3
1.8%
3.0
1,289
4.5%
9
5.3%
2.0
3,227
11.1%
25
14.8%
NAME_SELLER_INDUSTRY_Consumer electronics
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
11,018
38.0%
76
45.0%
1.0
9,776
33.8%
60
35.5%
2.0
4,488
15.5%
17
10.1%
3.0
1,867
6.4%
10
5.9%
4.0
919
3.2%
3
1.8%
5.0
445
1.5%
2
1.2%
6.0
200
0.7%
1
0.6%
7.0
118
0.4%
0
0.0%
8.0
55
0.2%
0
0.0%
9.0
27
<0.1%
0
0.0%
11.0
14
<0.1%
0
0.0%
10.0
14
<0.1%
0
0.0%
12.0
8
<0.1%
0
0.0%
14.0
4
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
11,018
38.0%
76
45.0%
1.0
9,776
33.8%
60
35.5%
2.0
4,488
15.5%
17
10.1%
3.0
1,867
6.4%
10
5.9%
4.0
919
3.2%
3
1.8%
5.0
445
1.5%
2
1.2%
6.0
200
0.7%
1
0.6%
7.0
118
0.4%
0
0.0%
8.0
55
0.2%
0
0.0%
9.0
27
<0.1%
0
0.0%
10.0
14
<0.1%
0
0.0%
11.0
14
<0.1%
0
0.0%
12.0
8
<0.1%
0
0.0%
14.0
4
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
LARGEST VALUES
30.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
14.0
4
<0.1%
0
0.0%
12.0
8
<0.1%
0
0.0%
11.0
14
<0.1%
0
0.0%
10.0
14
<0.1%
0
0.0%
9.0
27
<0.1%
0
0.0%
NAME_SELLER_INDUSTRY_Furniture
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
0.0
25,146
87%
156
92%
1.0
3,100
11%
10
6%
2.0
525
2%
1
<1%
3.0
133
<1%
1
<1%
4.0
33
<1%
0
0%
5.0
18
<1%
1
<1%
6.0
6
<1%
0
0%
7.0
2
<1%
0
0%
11.0
1
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_SELLER_INDUSTRY_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
11,292
39.0%
55
32.5%
1.0
4,480
15.5%
22
13.0%
2.0
3,353
11.6%
17
10.1%
3.0
2,500
8.6%
10
5.9%
4.0
1,872
6.5%
11
6.5%
5.0
1,346
4.6%
5
3.0%
6.0
1,010
3.5%
7
4.1%
7.0
765
2.6%
10
5.9%
8.0
606
2.1%
6
3.6%
9.0
430
1.5%
4
2.4%
10.0
312
1.1%
5
3.0%
11.0
216
0.7%
0
0.0%
12.0
169
0.6%
4
2.4%
13.0
131
0.5%
3
1.8%
14.0
102
0.4%
1
0.6%
SMALLEST VALUES
0.0
11,292
39.0%
55
32.5%
1.0
4,480
15.5%
22
13.0%
2.0
3,353
11.6%
17
10.1%
3.0
2,500
8.6%
10
5.9%
4.0
1,872
6.5%
11
6.5%
5.0
1,346
4.6%
5
3.0%
6.0
1,010
3.5%
7
4.1%
7.0
765
2.6%
10
5.9%
8.0
606
2.1%
6
3.6%
9.0
430
1.5%
4
2.4%
10.0
312
1.1%
5
3.0%
11.0
216
0.7%
0
0.0%
12.0
169
0.6%
4
2.4%
13.0
131
0.5%
3
1.8%
14.0
102
0.4%
1
0.6%
LARGEST VALUES
68.0
1
<0.1%
0
0.0%
62.0
1
<0.1%
0
0.0%
52.0
1
<0.1%
0
0.0%
51.0
1
<0.1%
0
0.0%
44.0
2
<0.1%
0
0.0%
42.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
37.0
1
<0.1%
0
0.0%
35.0
3
<0.1%
0
0.0%
34.0
2
<0.1%
0
0.0%
33.0
3
<0.1%
0
0.0%
32.0
1
<0.1%
0
0.0%
31.0
3
<0.1%
0
0.0%
30.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
2
1.2%
NAME_YIELD_GROUP_XNA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
12,592
43.5%
58
34.3%
1.0
6,756
23.3%
29
17.2%
2.0
3,685
12.7%
30
17.8%
3.0
2,274
7.9%
7
4.1%
4.0
1,397
4.8%
7
4.1%
5.0
809
2.8%
7
4.1%
6.0
501
1.7%
8
4.7%
7.0
333
1.1%
10
5.9%
8.0
203
0.7%
2
1.2%
9.0
123
0.4%
4
2.4%
10.0
92
0.3%
2
1.2%
11.0
63
0.2%
0
0.0%
12.0
36
0.1%
2
1.2%
13.0
26
<0.1%
2
1.2%
14.0
20
<0.1%
0
0.0%
SMALLEST VALUES
0.0
12,592
43.5%
58
34.3%
1.0
6,756
23.3%
29
17.2%
2.0
3,685
12.7%
30
17.8%
3.0
2,274
7.9%
7
4.1%
4.0
1,397
4.8%
7
4.1%
5.0
809
2.8%
7
4.1%
6.0
501
1.7%
8
4.7%
7.0
333
1.1%
10
5.9%
8.0
203
0.7%
2
1.2%
9.0
123
0.4%
4
2.4%
10.0
92
0.3%
2
1.2%
11.0
63
0.2%
0
0.0%
12.0
36
0.1%
2
1.2%
13.0
26
<0.1%
2
1.2%
14.0
20
<0.1%
0
0.0%
LARGEST VALUES
62.0
1
<0.1%
0
0.0%
61.0
1
<0.1%
0
0.0%
53.0
1
<0.1%
0
0.0%
40.0
1
<0.1%
0
0.0%
33.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
26.0
4
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
22.0
2
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
20.0
4
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
18.0
6
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
NAME_YIELD_GROUP_high
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
12,678
43.8%
52
30.8%
1.0
8,931
30.8%
53
31.4%
2.0
4,079
14.1%
33
19.5%
3.0
1,775
6.1%
12
7.1%
4.0
759
2.6%
6
3.6%
5.0
341
1.2%
3
1.8%
6.0
174
0.6%
2
1.2%
7.0
100
0.3%
4
2.4%
8.0
59
0.2%
1
0.6%
9.0
30
0.1%
2
1.2%
10.0
14
<0.1%
0
0.0%
12.0
7
<0.1%
0
0.0%
11.0
7
<0.1%
1
0.6%
15.0
2
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
12,678
43.8%
52
30.8%
1.0
8,931
30.8%
53
31.4%
2.0
4,079
14.1%
33
19.5%
3.0
1,775
6.1%
12
7.1%
4.0
759
2.6%
6
3.6%
5.0
341
1.2%
3
1.8%
6.0
174
0.6%
2
1.2%
7.0
100
0.3%
4
2.4%
8.0
59
0.2%
1
0.6%
9.0
30
0.1%
2
1.2%
10.0
14
<0.1%
0
0.0%
11.0
7
<0.1%
1
0.6%
12.0
7
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
38.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
12.0
7
<0.1%
0
0.0%
11.0
7
<0.1%
1
0.6%
10.0
14
<0.1%
0
0.0%
9.0
30
0.1%
2
1.2%
8.0
59
0.2%
1
0.6%
7.0
100
0.3%
4
2.4%
6.0
174
0.6%
2
1.2%
5.0
341
1.2%
3
1.8%
NAME_YIELD_GROUP_low_action
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
23,260
80.3%
151
89.3%
1.0
4,428
15.3%
13
7.7%
2.0
854
2.9%
3
1.8%
3.0
263
0.9%
0
0.0%
4.0
78
0.3%
1
0.6%
5.0
41
0.1%
0
0.0%
6.0
22
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
11.0
3
<0.1%
1
0.6%
7.0
2
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
10.0
2
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
23,260
80.3%
151
89.3%
1.0
4,428
15.3%
13
7.7%
2.0
854
2.9%
3
1.8%
3.0
263
0.9%
0
0.0%
4.0
78
0.3%
1
0.6%
5.0
41
0.1%
0
0.0%
6.0
22
<0.1%
0
0.0%
7.0
2
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
10.0
2
<0.1%
0
0.0%
11.0
3
<0.1%
1
0.6%
12.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
20.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
3
<0.1%
1
0.6%
10.0
2
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
7.0
2
<0.1%
0
0.0%
6.0
22
<0.1%
0
0.0%
5.0
41
0.1%
0
0.0%
4.0
78
0.3%
1
0.6%
3.0
263
0.9%
0
0.0%
2.0
854
2.9%
3
1.8%
NAME_YIELD_GROUP_low_normal
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
13,398
46.3%
104
61.5%
1.0
9,253
31.9%
44
26.0%
2.0
3,583
12.4%
7
4.1%
3.0
1,476
5.1%
6
3.6%
4.0
628
2.2%
3
1.8%
5.0
275
0.9%
2
1.2%
6.0
160
0.6%
1
0.6%
7.0
85
0.3%
1
0.6%
8.0
43
0.1%
0
0.0%
9.0
27
<0.1%
0
0.0%
10.0
17
<0.1%
0
0.0%
12.0
7
<0.1%
0
0.0%
11.0
4
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
13,398
46.3%
104
61.5%
1.0
9,253
31.9%
44
26.0%
2.0
3,583
12.4%
7
4.1%
3.0
1,476
5.1%
6
3.6%
4.0
628
2.2%
3
1.8%
5.0
275
0.9%
2
1.2%
6.0
160
0.6%
1
0.6%
7.0
85
0.3%
1
0.6%
8.0
43
0.1%
0
0.0%
9.0
27
<0.1%
0
0.0%
10.0
17
<0.1%
0
0.0%
11.0
4
<0.1%
0
0.0%
12.0
7
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
25.0
1
<0.1%
0
0.0%
23.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
12.0
7
<0.1%
0
0.0%
11.0
4
<0.1%
0
0.0%
10.0
17
<0.1%
0
0.0%
9.0
27
<0.1%
0
0.0%
8.0
43
0.1%
0
0.0%
7.0
85
0.3%
1
0.6%
6.0
160
0.6%
1
0.6%
5.0
275
0.9%
2
1.2%
4.0
628
2.2%
3
1.8%
NAME_YIELD_GROUP_middle
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
11,436
39.5%
82
48.5%
1.0
9,699
33.5%
49
29.0%
2.0
4,293
14.8%
18
10.7%
3.0
1,899
6.6%
6
3.6%
4.0
815
2.8%
4
2.4%
5.0
413
1.4%
4
2.4%
6.0
182
0.6%
4
2.4%
7.0
103
0.4%
0
0.0%
8.0
53
0.2%
1
0.6%
9.0
29
0.1%
1
0.6%
10.0
23
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
11,436
39.5%
82
48.5%
1.0
9,699
33.5%
49
29.0%
2.0
4,293
14.8%
18
10.7%
3.0
1,899
6.6%
6
3.6%
4.0
815
2.8%
4
2.4%
5.0
413
1.4%
4
2.4%
6.0
182
0.6%
4
2.4%
7.0
103
0.4%
0
0.0%
8.0
53
0.2%
1
0.6%
9.0
29
0.1%
1
0.6%
10.0
23
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
30.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
23
<0.1%
0
0.0%
9.0
29
0.1%
1
0.6%
8.0
53
0.2%
1
0.6%
7.0
103
0.4%
0
0.0%
6.0
182
0.6%
4
2.4%
5.0
413
1.4%
4
2.4%
4.0
815
2.8%
4
2.4%
PRODUCT_COMBINATION_Card Street
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
22,521
77.8%
100
59.2%
1.0
4,678
16.2%
35
20.7%
2.0
1,163
4.0%
17
10.1%
3.0
361
1.2%
3
1.8%
4.0
124
0.4%
8
4.7%
5.0
50
0.2%
1
0.6%
6.0
35
0.1%
2
1.2%
8.0
11
<0.1%
0
0.0%
7.0
9
<0.1%
1
0.6%
11.0
5
<0.1%
1
0.6%
12.0
2
<0.1%
0
0.0%
9.0
2
<0.1%
1
0.6%
17.0
1
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,521
77.8%
100
59.2%
1.0
4,678
16.2%
35
20.7%
2.0
1,163
4.0%
17
10.1%
3.0
361
1.2%
3
1.8%
4.0
124
0.4%
8
4.7%
5.0
50
0.2%
1
0.6%
6.0
35
0.1%
2
1.2%
7.0
9
<0.1%
1
0.6%
8.0
11
<0.1%
0
0.0%
9.0
2
<0.1%
1
0.6%
11.0
5
<0.1%
1
0.6%
12.0
2
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
31.0
1
<0.1%
0
0.0%
LARGEST VALUES
31.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
11.0
5
<0.1%
1
0.6%
9.0
2
<0.1%
1
0.6%
8.0
11
<0.1%
0
0.0%
7.0
9
<0.1%
1
0.6%
6.0
35
0.1%
2
1.2%
5.0
50
0.2%
1
0.6%
4.0
124
0.4%
8
4.7%
3.0
361
1.2%
3
1.8%
2.0
1,163
4.0%
17
10.1%
1.0
4,678
16.2%
35
20.7%
0.0
22,521
77.8%
100
59.2%
PRODUCT_COMBINATION_Card X-Sell
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
0.0
23,177
80%
137
81%
1.0
5,163
18%
27
16%
2.0
468
2%
2
1%
3.0
98
<1%
0
0%
4.0
35
<1%
0
0%
5.0
12
<1%
3
2%
6.0
5
<1%
0
0%
7.0
4
<1%
0
0%
11.0
1
<1%
0
0%
8.0
1
<1%
0
0%
ALL
28,964
100%
169
100%
PRODUCT_COMBINATION_Cash
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
18,871
65.2%
99
58.6%
1.0
4,662
16.1%
24
14.2%
2.0
2,428
8.4%
17
10.1%
3.0
1,281
4.4%
10
5.9%
4.0
713
2.5%
6
3.6%
5.0
384
1.3%
2
1.2%
6.0
244
0.8%
4
2.4%
7.0
135
0.5%
2
1.2%
8.0
71
0.2%
2
1.2%
9.0
62
0.2%
0
0.0%
10.0
37
0.1%
1
0.6%
11.0
17
<0.1%
1
0.6%
12.0
11
<0.1%
1
0.6%
13.0
11
<0.1%
0
0.0%
15.0
8
<0.1%
0
0.0%
SMALLEST VALUES
0.0
18,871
65.2%
99
58.6%
1.0
4,662
16.1%
24
14.2%
2.0
2,428
8.4%
17
10.1%
3.0
1,281
4.4%
10
5.9%
4.0
713
2.5%
6
3.6%
5.0
384
1.3%
2
1.2%
6.0
244
0.8%
4
2.4%
7.0
135
0.5%
2
1.2%
8.0
71
0.2%
2
1.2%
9.0
62
0.2%
0
0.0%
10.0
37
0.1%
1
0.6%
11.0
17
<0.1%
1
0.6%
12.0
11
<0.1%
1
0.6%
13.0
11
<0.1%
0
0.0%
14.0
7
<0.1%
0
0.0%
LARGEST VALUES
57.0
1
<0.1%
0
0.0%
51.0
1
<0.1%
0
0.0%
43.0
1
<0.1%
0
0.0%
34.0
1
<0.1%
0
0.0%
25.0
2
<0.1%
0
0.0%
23.0
2
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
21.0
2
<0.1%
0
0.0%
20.0
2
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
18.0
3
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
15.0
8
<0.1%
0
0.0%
14.0
7
<0.1%
0
0.0%
PRODUCT_COMBINATION_Cash Street: high
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
25,730
88.8%
119
70.4%
1.0
2,261
7.8%
30
17.8%
2.0
550
1.9%
9
5.3%
3.0
213
0.7%
7
4.1%
4.0
109
0.4%
0
0.0%
5.0
43
0.1%
3
1.8%
6.0
24
<0.1%
0
0.0%
7.0
10
<0.1%
0
0.0%
8.0
8
<0.1%
1
0.6%
9.0
8
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
25,730
88.8%
119
70.4%
1.0
2,261
7.8%
30
17.8%
2.0
550
1.9%
9
5.3%
3.0
213
0.7%
7
4.1%
4.0
109
0.4%
0
0.0%
5.0
43
0.1%
3
1.8%
6.0
24
<0.1%
0
0.0%
7.0
10
<0.1%
0
0.0%
8.0
8
<0.1%
1
0.6%
9.0
8
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
LARGEST VALUES
21.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
9.0
8
<0.1%
0
0.0%
8.0
8
<0.1%
1
0.6%
7.0
10
<0.1%
0
0.0%
6.0
24
<0.1%
0
0.0%
5.0
43
0.1%
3
1.8%
4.0
109
0.4%
0
0.0%
3.0
213
0.7%
7
4.1%
2.0
550
1.9%
9
5.3%
1.0
2,261
7.8%
30
17.8%
PRODUCT_COMBINATION_Cash X-Sell: high
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
25,438
87.8%
137
81.1%
1.0
2,600
9.0%
21
12.4%
2.0
616
2.1%
4
2.4%
3.0
174
0.6%
3
1.8%
4.0
74
0.3%
2
1.2%
5.0
28
<0.1%
1
0.6%
6.0
17
<0.1%
0
0.0%
7.0
8
<0.1%
0
0.0%
9.0
4
<0.1%
0
0.0%
8.0
3
<0.1%
1
0.6%
11.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
25,438
87.8%
137
81.1%
1.0
2,600
9.0%
21
12.4%
2.0
616
2.1%
4
2.4%
3.0
174
0.6%
3
1.8%
4.0
74
0.3%
2
1.2%
5.0
28
<0.1%
1
0.6%
6.0
17
<0.1%
0
0.0%
7.0
8
<0.1%
0
0.0%
8.0
3
<0.1%
1
0.6%
9.0
4
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
LARGEST VALUES
11.0
2
<0.1%
0
0.0%
9.0
4
<0.1%
0
0.0%
8.0
3
<0.1%
1
0.6%
7.0
8
<0.1%
0
0.0%
6.0
17
<0.1%
0
0.0%
5.0
28
<0.1%
1
0.6%
4.0
74
0.3%
2
1.2%
3.0
174
0.6%
3
1.8%
2.0
616
2.1%
4
2.4%
1.0
2,600
9.0%
21
12.4%
0.0
25,438
87.8%
137
81.1%
PRODUCT_COMBINATION_Cash X-Sell: low
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
22,293
77.0%
154
91.1%
1.0
4,358
15.0%
9
5.3%
2.0
1,310
4.5%
4
2.4%
3.0
499
1.7%
0
0.0%
4.0
230
0.8%
1
0.6%
5.0
123
0.4%
1
0.6%
6.0
56
0.2%
0
0.0%
7.0
41
0.1%
0
0.0%
8.0
21
<0.1%
0
0.0%
9.0
10
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
4
<0.1%
0
0.0%
12.0
4
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,293
77.0%
154
91.1%
1.0
4,358
15.0%
9
5.3%
2.0
1,310
4.5%
4
2.4%
3.0
499
1.7%
0
0.0%
4.0
230
0.8%
1
0.6%
5.0
123
0.4%
1
0.6%
6.0
56
0.2%
0
0.0%
7.0
41
0.1%
0
0.0%
8.0
21
<0.1%
0
0.0%
9.0
10
<0.1%
0
0.0%
10.0
4
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
4
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
LARGEST VALUES
25.0
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
12.0
4
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
10.0
4
<0.1%
0
0.0%
9.0
10
<0.1%
0
0.0%
8.0
21
<0.1%
0
0.0%
7.0
41
0.1%
0
0.0%
6.0
56
0.2%
0
0.0%
5.0
123
0.4%
1
0.6%
4.0
230
0.8%
1
0.6%
PRODUCT_COMBINATION_Cash X-Sell: middle
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
21,819
75.3%
141
83.4%
1.0
4,437
15.3%
17
10.1%
2.0
1,563
5.4%
2
1.2%
3.0
629
2.2%
2
1.2%
4.0
284
1.0%
2
1.2%
5.0
106
0.4%
3
1.8%
6.0
58
0.2%
1
0.6%
7.0
37
0.1%
1
0.6%
8.0
16
<0.1%
0
0.0%
9.0
6
<0.1%
0
0.0%
10.0
5
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
21,819
75.3%
141
83.4%
1.0
4,437
15.3%
17
10.1%
2.0
1,563
5.4%
2
1.2%
3.0
629
2.2%
2
1.2%
4.0
284
1.0%
2
1.2%
5.0
106
0.4%
3
1.8%
6.0
58
0.2%
1
0.6%
7.0
37
0.1%
1
0.6%
8.0
16
<0.1%
0
0.0%
9.0
6
<0.1%
0
0.0%
10.0
5
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
25.0
1
<0.1%
0
0.0%
LARGEST VALUES
25.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
10.0
5
<0.1%
0
0.0%
9.0
6
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
7.0
37
0.1%
1
0.6%
6.0
58
0.2%
1
0.6%
5.0
106
0.4%
3
1.8%
4.0
284
1.0%
2
1.2%
3.0
629
2.2%
2
1.2%
2.0
1,563
5.4%
2
1.2%
1.0
4,437
15.3%
17
10.1%
0.0
21,819
75.3%
141
83.4%
PRODUCT_COMBINATION_POS household with interest
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
14,807
51.1%
96
56.8%
1.0
9,264
32.0%
56
33.1%
2.0
3,076
10.6%
8
4.7%
3.0
1,080
3.7%
6
3.6%
4.0
395
1.4%
2
1.2%
5.0
181
0.6%
1
0.6%
6.0
82
0.3%
0
0.0%
7.0
37
0.1%
0
0.0%
8.0
24
<0.1%
0
0.0%
9.0
9
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
14,807
51.1%
96
56.8%
1.0
9,264
32.0%
56
33.1%
2.0
3,076
10.6%
8
4.7%
3.0
1,080
3.7%
6
3.6%
4.0
395
1.4%
2
1.2%
5.0
181
0.6%
1
0.6%
6.0
82
0.3%
0
0.0%
7.0
37
0.1%
0
0.0%
8.0
24
<0.1%
0
0.0%
9.0
9
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
LARGEST VALUES
24.0
1
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
9.0
9
<0.1%
0
0.0%
8.0
24
<0.1%
0
0.0%
7.0
37
0.1%
0
0.0%
6.0
82
0.3%
0
0.0%
5.0
181
0.6%
1
0.6%
4.0
395
1.4%
2
1.2%
3.0
1,080
3.7%
6
3.6%
2.0
3,076
10.6%
8
4.7%
1.0
9,264
32.0%
56
33.1%
PRODUCT_COMBINATION_POS household without interest
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
23,405
80.8%
148
87.6%
1.0
4,431
15.3%
19
11.2%
2.0
836
2.9%
2
1.2%
3.0
205
0.7%
0
0.0%
4.0
55
0.2%
0
0.0%
5.0
18
<0.1%
0
0.0%
6.0
8
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
23,405
80.8%
148
87.6%
1.0
4,431
15.3%
19
11.2%
2.0
836
2.9%
2
1.2%
3.0
205
0.7%
0
0.0%
4.0
55
0.2%
0
0.0%
5.0
18
<0.1%
0
0.0%
6.0
8
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
20.0
1
<0.1%
0
0.0%
LARGEST VALUES
20.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
6.0
8
<0.1%
0
0.0%
5.0
18
<0.1%
0
0.0%
4.0
55
0.2%
0
0.0%
3.0
205
0.7%
0
0.0%
2.0
836
2.9%
2
1.2%
1.0
4,431
15.3%
19
11.2%
0.0
23,405
80.8%
148
87.6%
PRODUCT_COMBINATION_POS industry with interest
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
22,578
78.0%
147
87.0%
1.0
5,044
17.4%
18
10.7%
2.0
981
3.4%
3
1.8%
3.0
238
0.8%
0
0.0%
4.0
69
0.2%
0
0.0%
5.0
27
<0.1%
1
0.6%
6.0
14
<0.1%
0
0.0%
7.0
6
<0.1%
0
0.0%
8.0
3
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
22,578
78.0%
147
87.0%
1.0
5,044
17.4%
18
10.7%
2.0
981
3.4%
3
1.8%
3.0
238
0.8%
0
0.0%
4.0
69
0.2%
0
0.0%
5.0
27
<0.1%
1
0.6%
6.0
14
<0.1%
0
0.0%
7.0
6
<0.1%
0
0.0%
8.0
3
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
LARGEST VALUES
12.0
1
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
8.0
3
<0.1%
0
0.0%
7.0
6
<0.1%
0
0.0%
6.0
14
<0.1%
0
0.0%
5.0
27
<0.1%
1
0.6%
4.0
69
0.2%
0
0.0%
3.0
238
0.8%
0
0.0%
2.0
981
3.4%
3
1.8%
1.0
5,044
17.4%
18
10.7%
0.0
22,578
78.0%
147
87.0%
PRODUCT_COMBINATION_POS mobile with interest
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
17,212
59.4%
86
50.9%
1.0
7,490
25.9%
61
36.1%
2.0
2,651
9.2%
16
9.5%
3.0
981
3.4%
4
2.4%
4.0
358
1.2%
0
0.0%
5.0
148
0.5%
2
1.2%
6.0
71
0.2%
0
0.0%
7.0
25
<0.1%
0
0.0%
9.0
13
<0.1%
0
0.0%
8.0
9
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,212
59.4%
86
50.9%
1.0
7,490
25.9%
61
36.1%
2.0
2,651
9.2%
16
9.5%
3.0
981
3.4%
4
2.4%
4.0
358
1.2%
0
0.0%
5.0
148
0.5%
2
1.2%
6.0
71
0.2%
0
0.0%
7.0
25
<0.1%
0
0.0%
8.0
9
<0.1%
0
0.0%
9.0
13
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
LARGEST VALUES
14.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
9.0
13
<0.1%
0
0.0%
8.0
9
<0.1%
0
0.0%
7.0
25
<0.1%
0
0.0%
6.0
71
0.2%
0
0.0%
5.0
148
0.5%
2
1.2%
4.0
358
1.2%
0
0.0%
3.0
981
3.4%
4
2.4%
2.0
2,651
9.2%
16
9.5%
1.0
7,490
25.9%
61
36.1%
0.0
17,212
59.4%
86
50.9%
AMT_ANNUITY_mean
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
2250.0
57
0.2%
1
0.6%
4500.0
29
0.1%
0
0.0%
6750.0
24
<0.1%
0
0.0%
11250.0
21
<0.1%
0
0.0%
9000.0
17
<0.1%
0
0.0%
3375.0
15
<0.1%
0
0.0%
7875.0
13
<0.1%
0
0.0%
5625.0
7
<0.1%
0
0.0%
19609.065
7
<0.1%
0
0.0%
15944.58
5
<0.1%
0
0.0%
15928.785
4
<0.1%
0
0.0%
11386.17
4
<0.1%
0
0.0%
5890.5
4
<0.1%
0
0.0%
53095.32
4
<0.1%
0
0.0%
16875.0
4
<0.1%
0
0.0%
SMALLEST VALUES
730.845
1
<0.1%
0
0.0%
919.665
1
<0.1%
0
0.0%
964.62
1
<0.1%
0
0.0%
1165.95
1
<0.1%
0
0.0%
1257.255
1
<0.1%
0
0.0%
1290.375
1
<0.1%
0
0.0%
1307.565
1
<0.1%
0
0.0%
1342.8
1
<0.1%
0
0.0%
1420.47
1
<0.1%
0
0.0%
1437.525
1
<0.1%
0
0.0%
1440.09
1
<0.1%
0
0.0%
1446.435
1
<0.1%
0
0.0%
1488.51
1
<0.1%
0
0.0%
1553.85
1
<0.1%
0
0.0%
1571.895
1
<0.1%
0
0.0%
LARGEST VALUES
131179.5675
1
<0.1%
0
0.0%
127374.3675
1
<0.1%
0
0.0%
125060.175
1
<0.1%
0
0.0%
122988.825
1
<0.1%
0
0.0%
121332.84000000001
1
<0.1%
0
0.0%
118812.23999999999
1
<0.1%
0
0.0%
115301.79
1
<0.1%
0
0.0%
112187.005
1
<0.1%
0
0.0%
109384.72875000001
1
<0.1%
0
0.0%
109355.895
1
<0.1%
0
0.0%
107673.3
1
<0.1%
0
0.0%
102843.0
1
<0.1%
0
0.0%
102068.685
1
<0.1%
0
0.0%
100493.79749999999
1
<0.1%
0
0.0%
100197.54
1
<0.1%
0
0.0%
AMT_ANNUITY_max
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
22500.0
345
1.2%
2
1.2%
45000.0
213
0.7%
0
0.0%
38250.0
198
0.7%
0
0.0%
11250.0
153
0.5%
0
0.0%
9000.0
128
0.4%
0
0.0%
13500.0
94
0.3%
1
0.6%
29250.0
74
0.3%
0
0.0%
6750.0
69
0.2%
1
0.6%
2250.0
61
0.2%
1
0.6%
18000.0
59
0.2%
1
0.6%
7875.0
56
0.2%
0
0.0%
4500.0
54
0.2%
0
0.0%
16875.0
49
0.2%
0
0.0%
33750.0
43
0.1%
0
0.0%
36000.0
40
0.1%
0
0.0%
SMALLEST VALUES
730.845
1
<0.1%
0
0.0%
919.665
1
<0.1%
0
0.0%
964.62
1
<0.1%
0
0.0%
1165.95
1
<0.1%
0
0.0%
1257.255
1
<0.1%
0
0.0%
1290.375
1
<0.1%
0
0.0%
1307.565
1
<0.1%
0
0.0%
1342.8
1
<0.1%
0
0.0%
1420.47
1
<0.1%
0
0.0%
1437.525
1
<0.1%
0
0.0%
1440.09
1
<0.1%
0
0.0%
1446.435
1
<0.1%
0
0.0%
1488.51
1
<0.1%
0
0.0%
1553.85
1
<0.1%
0
0.0%
1571.895
1
<0.1%
0
0.0%
LARGEST VALUES
309942.0
1
<0.1%
0
0.0%
224403.075
1
<0.1%
0
0.0%
218844.045
1
<0.1%
0
0.0%
215373.51
1
<0.1%
0
0.0%
213018.75
1
<0.1%
0
0.0%
208898.775
1
<0.1%
0
0.0%
198859.185
1
<0.1%
0
0.0%
194831.235
1
<0.1%
0
0.0%
192620.34
1
<0.1%
0
0.0%
189475.65
1
<0.1%
0
0.0%
179652.96
1
<0.1%
0
0.0%
179522.46
3
<0.1%
0
0.0%
177828.615
1
<0.1%
0
0.0%
172507.68
1
<0.1%
0
0.0%
172429.29
1
<0.1%
0
0.0%
AMT_ANNUITY_min
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
2250.0
2,152
7.4%
37
21.9%
4500.0
466
1.6%
5
3.0%
6750.0
390
1.3%
3
1.8%
3375.0
287
1.0%
0
0.0%
9000.0
258
0.9%
2
1.2%
11250.0
190
0.7%
2
1.2%
5625.0
124
0.4%
0
0.0%
0.0
109
0.4%
5
3.0%
7875.0
99
0.3%
1
0.6%
13500.0
73
0.3%
0
0.0%
22500.0
46
0.2%
0
0.0%
10125.0
30
0.1%
0
0.0%
3973.095
21
<0.1%
0
0.0%
12375.0
16
<0.1%
0
0.0%
4915.485
14
<0.1%
0
0.0%
SMALLEST VALUES
0.0
109
0.4%
5
3.0%
646.515
1
<0.1%
0
0.0%
687.825
1
<0.1%
0
0.0%
693.54
1
<0.1%
0
0.0%
708.705
1
<0.1%
0
0.0%
730.845
1
<0.1%
0
0.0%
781.92
1
<0.1%
0
0.0%
789.66
1
<0.1%
0
0.0%
793.305
1
<0.1%
0
0.0%
820.98
1
<0.1%
0
0.0%
836.685
1
<0.1%
0
0.0%
862.965
1
<0.1%
0
0.0%
873.18
1
<0.1%
0
0.0%
919.665
1
<0.1%
0
0.0%
926.505
1
<0.1%
0
0.0%
LARGEST VALUES
125060.175
1
<0.1%
0
0.0%
122988.825
1
<0.1%
0
0.0%
109355.895
1
<0.1%
0
0.0%
107673.3
1
<0.1%
0
0.0%
105106.455
1
<0.1%
0
0.0%
102843.0
1
<0.1%
0
0.0%
102068.685
1
<0.1%
0
0.0%
100197.54
1
<0.1%
0
0.0%
96514.56
1
<0.1%
0
0.0%
92139.615
1
<0.1%
0
0.0%
91809.9
1
<0.1%
0
0.0%
90117.225
1
<0.1%
0
0.0%
90009.27
1
<0.1%
0
0.0%
89929.845
1
<0.1%
0
0.0%
86625.0
1
<0.1%
0
0.0%
AMT_APPLICATION_mean
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
135000.0
110
0.4%
1
0.6%
225000.0
95
0.3%
1
0.6%
0.0
94
0.3%
0
0.0%
45000.0
85
0.3%
1
0.6%
90000.0
78
0.3%
0
0.0%
67500.0
68
0.2%
0
0.0%
112500.0
63
0.2%
0
0.0%
450000.0
59
0.2%
0
0.0%
180000.0
38
0.1%
0
0.0%
337500.0
38
0.1%
0
0.0%
157500.0
36
0.1%
0
0.0%
270000.0
32
0.1%
1
0.6%
315000.0
31
0.1%
0
0.0%
22500.0
24
<0.1%
0
0.0%
202500.0
24
<0.1%
0
0.0%
SMALLEST VALUES
0.0
94
0.3%
0
0.0%
2992.5
1
<0.1%
0
0.0%
4170.857142857143
1
<0.1%
0
0.0%
4423.5
1
<0.1%
0
0.0%
4500.0
2
<0.1%
0
0.0%
4764.0
1
<0.1%
0
0.0%
5000.0
1
<0.1%
0
0.0%
5211.0
1
<0.1%
0
0.0%
5376.375
1
<0.1%
0
0.0%
5807.25
1
<0.1%
0
0.0%
5951.25
1
<0.1%
0
0.0%
6250.5
1
<0.1%
0
0.0%
6307.5
1
<0.1%
0
0.0%
6442.650000000001
1
<0.1%
0
0.0%
6510.0
1
<0.1%
0
0.0%
LARGEST VALUES
3150000.0
2
<0.1%
0
0.0%
2700000.0
2
<0.1%
0
0.0%
2632500.0
1
<0.1%
0
0.0%
2452500.0
1
<0.1%
0
0.0%
2325000.0
1
<0.1%
0
0.0%
2148750.0
1
<0.1%
0
0.0%
1890000.0
2
<0.1%
0
0.0%
1683000.0
1
<0.1%
0
0.0%
1681875.0
1
<0.1%
0
0.0%
1676700.0
1
<0.1%
0
0.0%
1560000.0
1
<0.1%
0
0.0%
1537500.0
1
<0.1%
0
0.0%
1531125.0
1
<0.1%
0
0.0%
1508837.0988461538
1
<0.1%
0
0.0%
1462500.0
1
<0.1%
0
0.0%
AMT_APPLICATION_max
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
450000.0
1,351
4.7%
8
4.7%
225000.0
1,137
3.9%
12
7.1%
675000.0
899
3.1%
6
3.6%
900000.0
717
2.5%
5
3.0%
135000.0
682
2.4%
6
3.6%
270000.0
577
2.0%
4
2.4%
180000.0
504
1.7%
3
1.8%
1350000.0
456
1.6%
2
1.2%
1129500.0
376
1.3%
0
0.0%
90000.0
346
1.2%
2
1.2%
315000.0
320
1.1%
2
1.2%
360000.0
320
1.1%
2
1.2%
337500.0
319
1.1%
5
3.0%
1125000.0
308
1.1%
1
0.6%
229500.0
304
1.0%
1
0.6%
SMALLEST VALUES
0.0
94
0.3%
0
0.0%
6250.5
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
11614.5
1
<0.1%
0
0.0%
12586.5
1
<0.1%
0
0.0%
12988.26
1
<0.1%
0
0.0%
13252.5
1
<0.1%
0
0.0%
13270.5
1
<0.1%
0
0.0%
13410.0
1
<0.1%
0
0.0%
13455.0
1
<0.1%
0
0.0%
13500.0
1
<0.1%
0
0.0%
13725.0
1
<0.1%
0
0.0%
13860.0
1
<0.1%
0
0.0%
13945.5
1
<0.1%
0
0.0%
LARGEST VALUES
4455000.0
1
<0.1%
0
0.0%
4140000.0
1
<0.1%
0
0.0%
4050000.0
1
<0.1%
0
0.0%
3600000.0
1
<0.1%
0
0.0%
3510000.0
1
<0.1%
0
0.0%
3150000.0
24
<0.1%
1
0.6%
2947500.0
1
<0.1%
0
0.0%
2925000.0
3
<0.1%
0
0.0%
2721820.5
1
<0.1%
0
0.0%
2700000.0
10
<0.1%
1
0.6%
2565000.0
1
<0.1%
0
0.0%
2497500.0
2
<0.1%
0
0.0%
2475000.0
4
<0.1%
0
0.0%
2407500.0
1
<0.1%
0
0.0%
2272500.0
1
<0.1%
0
0.0%
AMT_APPLICATION_min
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
13,560
46.8%
85
50.3%
45000.0
703
2.4%
6
3.6%
135000.0
161
0.6%
1
0.6%
90000.0
135
0.5%
1
0.6%
225000.0
119
0.4%
2
1.2%
67500.0
110
0.4%
0
0.0%
22455.0
91
0.3%
1
0.6%
31455.0
72
0.2%
0
0.0%
35955.0
64
0.2%
0
0.0%
17955.0
61
0.2%
0
0.0%
26955.0
58
0.2%
0
0.0%
180000.0
57
0.2%
0
0.0%
44955.0
57
0.2%
0
0.0%
450000.0
55
0.2%
0
0.0%
112500.0
55
0.2%
0
0.0%
SMALLEST VALUES
0.0
13,560
46.8%
85
50.3%
6250.5
1
<0.1%
0
0.0%
6570.0
1
<0.1%
0
0.0%
6750.0
1
<0.1%
0
0.0%
7155.0
1
<0.1%
0
0.0%
7420.5
1
<0.1%
0
0.0%
7830.0
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
8689.5
1
<0.1%
0
0.0%
8725.5
1
<0.1%
0
0.0%
8995.5
1
<0.1%
0
0.0%
9706.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
9837.0
1
<0.1%
0
0.0%
9855.0
3
<0.1%
0
0.0%
LARGEST VALUES
3150000.0
2
<0.1%
0
0.0%
2700000.0
2
<0.1%
0
0.0%
2115000.0
1
<0.1%
0
0.0%
2025000.0
1
<0.1%
0
0.0%
1890000.0
2
<0.1%
0
0.0%
1676700.0
1
<0.1%
0
0.0%
1534500.0
1
<0.1%
0
0.0%
1350000.0
6
<0.1%
0
0.0%
1305000.0
1
<0.1%
0
0.0%
1260000.0
1
<0.1%
0
0.0%
1125000.0
9
<0.1%
0
0.0%
995598.0
1
<0.1%
0
0.0%
930150.0
1
<0.1%
0
0.0%
914283.0
1
<0.1%
0
0.0%
900000.0
9
<0.1%
0
0.0%
AMT_CREDIT_mean
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
135000.0
41
0.1%
0
0.0%
45000.0
37
0.1%
1
0.6%
90000.0
36
0.1%
0
0.0%
225000.0
27
<0.1%
0
0.0%
67500.0
25
<0.1%
0
0.0%
0.0
23
<0.1%
0
0.0%
180000.0
20
<0.1%
0
0.0%
22500.0
19
<0.1%
0
0.0%
112500.0
19
<0.1%
0
0.0%
450000.0
15
<0.1%
0
0.0%
157500.0
14
<0.1%
0
0.0%
47970.0
12
<0.1%
0
0.0%
143910.0
10
<0.1%
0
0.0%
165226.5
9
<0.1%
0
0.0%
15000.0
9
<0.1%
0
0.0%
SMALLEST VALUES
0.0
23
<0.1%
0
0.0%
4500.0
1
<0.1%
0
0.0%
4514.785714285715
1
<0.1%
0
0.0%
4579.5
1
<0.1%
0
0.0%
4711.5
1
<0.1%
0
0.0%
5000.0
1
<0.1%
0
0.0%
5330.25
1
<0.1%
0
0.0%
5967.0
1
<0.1%
0
0.0%
6183.0
1
<0.1%
0
0.0%
6510.0
1
<0.1%
0
0.0%
6682.5
1
<0.1%
0
0.0%
6727.5
1
<0.1%
0
0.0%
7258.5
1
<0.1%
0
0.0%
7308.0
1
<0.1%
0
0.0%
7320.0
1
<0.1%
0
0.0%
LARGEST VALUES
3374532.0
1
<0.1%
0
0.0%
3150000.0
1
<0.1%
0
0.0%
3020760.0
1
<0.1%
0
0.0%
2758131.0
1
<0.1%
0
0.0%
2700000.0
1
<0.1%
0
0.0%
2452500.0
1
<0.1%
0
0.0%
2444394.0
1
<0.1%
0
0.0%
2402685.0
1
<0.1%
0
0.0%
2069626.5
1
<0.1%
0
0.0%
1890000.0
1
<0.1%
0
0.0%
1829302.5
1
<0.1%
0
0.0%
1757208.0
1
<0.1%
0
0.0%
1704375.0
1
<0.1%
0
0.0%
1702335.0
1
<0.1%
0
0.0%
1665949.5
1
<0.1%
0
0.0%
AMT_CREDIT_max
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
450000.0
680
2.3%
4
2.4%
225000.0
485
1.7%
4
2.4%
180000.0
363
1.3%
0
0.0%
900000.0
360
1.2%
2
1.2%
135000.0
279
1.0%
1
0.6%
270000.0
258
0.9%
1
0.6%
765000.0
236
0.8%
0
0.0%
675000.0
208
0.7%
1
0.6%
1350000.0
195
0.7%
0
0.0%
90000.0
186
0.6%
1
0.6%
45000.0
159
0.5%
3
1.8%
491580.0
143
0.5%
0
0.0%
1546020.0
142
0.5%
1
0.6%
254700.0
139
0.5%
1
0.6%
533160.0
131
0.5%
0
0.0%
SMALLEST VALUES
0.0
23
<0.1%
0
0.0%
6183.0
1
<0.1%
0
0.0%
7776.0
1
<0.1%
0
0.0%
8752.5
1
<0.1%
0
0.0%
11133.0
1
<0.1%
0
0.0%
11488.5
1
<0.1%
0
0.0%
12586.5
1
<0.1%
0
0.0%
12744.0
1
<0.1%
0
0.0%
13045.5
1
<0.1%
0
0.0%
13455.0
2
<0.1%
0
0.0%
13500.0
1
<0.1%
0
0.0%
13594.5
1
<0.1%
0
0.0%
13729.5
2
<0.1%
0
0.0%
13738.5
1
<0.1%
0
0.0%
13824.0
1
<0.1%
0
0.0%
LARGEST VALUES
4050000.0
1
<0.1%
0
0.0%
4009500.0
1
<0.1%
0
0.0%
3726000.0
1
<0.1%
0
0.0%
3600000.0
1
<0.1%
0
0.0%
3524220.0
7
<0.1%
1
0.6%
3449376.0
1
<0.1%
0
0.0%
3374532.0
4
<0.1%
0
0.0%
3337110.0
1
<0.1%
0
0.0%
3323880.0
1
<0.1%
0
0.0%
3299688.0
1
<0.1%
0
0.0%
3297663.0
1
<0.1%
0
0.0%
3272490.0
2
<0.1%
0
0.0%
3202992.0
1
<0.1%
0
0.0%
3150000.0
9
<0.1%
0
0.0%
3020760.0
5
<0.1%
1
0.6%
AMT_CREDIT_min
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
11,201
38.7%
82
48.5%
45000.0
606
2.1%
7
4.1%
135000.0
96
0.3%
0
0.0%
90000.0
90
0.3%
1
0.6%
67500.0
79
0.3%
0
0.0%
225000.0
58
0.2%
0
0.0%
180000.0
52
0.2%
0
0.0%
46485.0
45
0.2%
0
0.0%
13500.0
36
0.1%
0
0.0%
112500.0
34
0.1%
0
0.0%
95940.0
34
0.1%
0
0.0%
47970.0
33
0.1%
0
0.0%
157500.0
32
0.1%
0
0.0%
71955.0
29
0.1%
0
0.0%
14170.5
26
<0.1%
0
0.0%
SMALLEST VALUES
0.0
11,201
38.7%
82
48.5%
6183.0
1
<0.1%
0
0.0%
6304.5
1
<0.1%
0
0.0%
7078.5
1
<0.1%
0
0.0%
7105.5
1
<0.1%
0
0.0%
7155.0
1
<0.1%
0
0.0%
7420.5
1
<0.1%
0
0.0%
7776.0
1
<0.1%
0
0.0%
7816.5
1
<0.1%
0
0.0%
8005.5
1
<0.1%
0
0.0%
8320.5
1
<0.1%
0
0.0%
8370.0
1
<0.1%
0
0.0%
8509.5
1
<0.1%
0
0.0%
8752.5
1
<0.1%
0
0.0%
8995.5
1
<0.1%
0
0.0%
LARGEST VALUES
3374532.0
1
<0.1%
0
0.0%
3150000.0
1
<0.1%
0
0.0%
3020760.0
1
<0.1%
0
0.0%
2700000.0
1
<0.1%
0
0.0%
2366262.0
1
<0.1%
0
0.0%
2121228.0
1
<0.1%
0
0.0%
2069626.5
1
<0.1%
0
0.0%
1890000.0
1
<0.1%
0
0.0%
1716799.5
1
<0.1%
0
0.0%
1546020.0
2
<0.1%
0
0.0%
1506816.0
1
<0.1%
0
0.0%
1372108.5
1
<0.1%
0
0.0%
1350000.0
3
<0.1%
0
0.0%
1338331.5
1
<0.1%
0
0.0%
1318059.0
1
<0.1%
0
0.0%
AMT_DECLINED_mean
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
1,840
6.4%
9
5.3%
4500.0
52
0.2%
0
0.0%
-2970.0
35
0.1%
0
0.0%
9000.0
28
<0.1%
0
0.0%
2250.0
28
<0.1%
0
0.0%
-4455.0
27
<0.1%
0
0.0%
-90000.0
25
<0.1%
0
0.0%
-14850.0
23
<0.1%
0
0.0%
-5940.0
22
<0.1%
0
0.0%
6750.0
22
<0.1%
0
0.0%
-8910.0
20
<0.1%
0
0.0%
13500.0
18
<0.1%
0
0.0%
-10395.0
17
<0.1%
0
0.0%
22500.0
16
<0.1%
0
0.0%
-67500.0
16
<0.1%
0
0.0%
SMALLEST VALUES
-450000.0
2
<0.1%
0
0.0%
-438750.0
1
<0.1%
0
0.0%
-396425.25
1
<0.1%
0
0.0%
-389580.75
1
<0.1%
0
0.0%
-386462.25
1
<0.1%
0
0.0%
-386212.5
1
<0.1%
0
0.0%
-383481.75
1
<0.1%
0
0.0%
-382500.0
1
<0.1%
0
0.0%
-375000.0
1
<0.1%
0
0.0%
-367323.0
1
<0.1%
0
0.0%
-367195.5
1
<0.1%
0
0.0%
-361946.25
1
<0.1%
0
0.0%
-353977.2
1
<0.1%
0
0.0%
-343401.75
1
<0.1%
0
0.0%
-340818.0
1
<0.1%
0
0.0%
LARGEST VALUES
1077428.25
1
<0.1%
0
0.0%
887661.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
450000.0
1
<0.1%
0
0.0%
306144.0
1
<0.1%
0
0.0%
283977.0
1
<0.1%
0
0.0%
240520.5
1
<0.1%
0
0.0%
229450.5
1
<0.1%
0
0.0%
229144.5
1
<0.1%
0
0.0%
222891.75
1
<0.1%
0
0.0%
200628.0
1
<0.1%
0
0.0%
188020.16999999998
1
<0.1%
0
0.0%
172021.5
1
<0.1%
0
0.0%
164673.0
1
<0.1%
0
0.0%
154552.5
1
<0.1%
0
0.0%
AMT_DECLINED_max
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
7,643
26.4%
74
43.8%
4500.0
267
0.9%
3
1.8%
9000.0
216
0.7%
1
0.6%
13500.0
180
0.6%
1
0.6%
22500.0
152
0.5%
0
0.0%
6750.0
116
0.4%
0
0.0%
45000.0
95
0.3%
0
0.0%
2250.0
79
0.3%
0
0.0%
18000.0
61
0.2%
0
0.0%
11250.0
48
0.2%
1
0.6%
2700.0
45
0.2%
1
0.6%
31500.0
39
0.1%
0
0.0%
3150.0
38
0.1%
0
0.0%
15750.0
37
0.1%
0
0.0%
27000.0
35
0.1%
0
0.0%
SMALLEST VALUES
-450000.0
2
<0.1%
0
0.0%
-320760.0
1
<0.1%
0
0.0%
-254637.0
1
<0.1%
0
0.0%
-247108.5
1
<0.1%
0
0.0%
-225000.0
1
<0.1%
0
0.0%
-224532.0
1
<0.1%
0
0.0%
-213331.5
1
<0.1%
0
0.0%
-196020.0
1
<0.1%
0
0.0%
-193059.0
1
<0.1%
0
0.0%
-189252.0
1
<0.1%
0
0.0%
-181764.0
1
<0.1%
0
0.0%
-180000.0
14
<0.1%
0
0.0%
-179626.5
1
<0.1%
0
0.0%
-178200.0
1
<0.1%
0
0.0%
-157500.0
5
<0.1%
0
0.0%
LARGEST VALUES
2150100.0
1
<0.1%
0
0.0%
921820.5
1
<0.1%
0
0.0%
900000.0
1
<0.1%
0
0.0%
887661.0
1
<0.1%
0
0.0%
765000.0
2
<0.1%
0
0.0%
675000.0
2
<0.1%
0
0.0%
630000.0
1
<0.1%
0
0.0%
585000.0
4
<0.1%
0
0.0%
540000.0
4
<0.1%
0
0.0%
521532.0
1
<0.1%
0
0.0%
497542.5
1
<0.1%
0
0.0%
495900.0
1
<0.1%
0
0.0%
495000.0
2
<0.1%
0
0.0%
490500.0
1
<0.1%
0
0.0%
472500.0
1
<0.1%
0
0.0%
AMT_DECLINED_min
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
4,400
15.2%
19
11.2%
-450000.0
694
2.4%
1
0.6%
-180000.0
554
1.9%
0
0.0%
-135000.0
422
1.5%
0
0.0%
-90000.0
311
1.1%
0
0.0%
-225000.0
306
1.1%
3
1.8%
-67500.0
227
0.8%
0
0.0%
-157500.0
204
0.7%
1
0.6%
-270000.0
160
0.6%
2
1.2%
-14850.0
160
0.6%
0
0.0%
-112500.0
150
0.5%
1
0.6%
-29700.0
149
0.5%
1
0.6%
-765000.0
142
0.5%
1
0.6%
-196020.0
141
0.5%
0
0.0%
-41580.0
136
0.5%
0
0.0%
SMALLEST VALUES
-900000.0
135
0.5%
0
0.0%
-855000.0
4
<0.1%
0
0.0%
-810000.0
4
<0.1%
0
0.0%
-765000.0
142
0.5%
1
0.6%
-720000.0
37
0.1%
0
0.0%
-681673.5
1
<0.1%
0
0.0%
-675000.0
26
<0.1%
0
0.0%
-630000.0
8
<0.1%
0
0.0%
-613516.5
1
<0.1%
0
0.0%
-601425.0
1
<0.1%
0
0.0%
-585000.0
51
0.2%
0
0.0%
-562500.0
1
<0.1%
0
0.0%
-552154.5
1
<0.1%
0
0.0%
-545337.0
1
<0.1%
0
0.0%
-540432.0
1
<0.1%
0
0.0%
LARGEST VALUES
887661.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
450000.0
1
<0.1%
0
0.0%
297288.0
1
<0.1%
0
0.0%
283977.0
1
<0.1%
0
0.0%
240520.5
1
<0.1%
0
0.0%
229144.5
1
<0.1%
0
0.0%
222891.75
1
<0.1%
0
0.0%
200628.0
1
<0.1%
0
0.0%
172021.5
1
<0.1%
0
0.0%
164673.0
1
<0.1%
0
0.0%
154552.5
1
<0.1%
0
0.0%
135909.0
1
<0.1%
0
0.0%
135243.0
1
<0.1%
0
0.0%
128362.5
1
<0.1%
0
0.0%
AMT_DECLINED_PERCENTAGE_mean
MISSING:
5,951
(19%)
17
(10%)
MOST FREQUENT VALUES
0.0
1,817
7.4%
9
5.8%
10.0
314
1.3%
0
0.0%
5.0
106
0.4%
0
0.0%
-6.6000000000000005
101
0.4%
0
0.0%
-3.3000000000000003
83
0.3%
1
0.6%
20.0
62
0.3%
0
0.0%
-9.9
46
0.2%
0
0.0%
-13.200000000000001
45
0.2%
1
0.6%
-4.95
33
0.1%
0
0.0%
-4.62
28
0.1%
0
0.0%
3.3333333333333335
25
0.1%
0
0.0%
-9.24
21
<0.1%
0
0.0%
-19.8
19
<0.1%
0
0.0%
-1.6500000000000001
19
<0.1%
0
0.0%
-2.2
19
<0.1%
0
0.0%
SMALLEST VALUES
-169.1
1
<0.1%
0
0.0%
-137.07396034808502
1
<0.1%
0
0.0%
-111.40439197840266
1
<0.1%
0
0.0%
-96.73083333333334
1
<0.1%
0
0.0%
-74.53389657260178
1
<0.1%
0
0.0%
-71.60226292055121
1
<0.1%
0
0.0%
-69.6038830086421
1
<0.1%
0
0.0%
-62.13073961840629
1
<0.1%
0
0.0%
-59.7793421431806
1
<0.1%
0
0.0%
-58.58847462075789
1
<0.1%
0
0.0%
-53.33115384615385
1
<0.1%
0
0.0%
-52.800000000000004
1
<0.1%
0
0.0%
-50.84290812472351
1
<0.1%
0
0.0%
-50.14666666666666
1
<0.1%
0
0.0%
-50.144
2
<0.1%
0
0.0%
LARGEST VALUES
69.63032626781451
1
<0.1%
0
0.0%
68.1879506862061
1
<0.1%
0
0.0%
68.02
1
<0.1%
0
0.0%
66.71971548683534
1
<0.1%
0
0.0%
65.9846703674313
1
<0.1%
0
0.0%
65.83055370246831
1
<0.1%
0
0.0%
64.09711810145123
1
<0.1%
0
0.0%
63.06440198159944
1
<0.1%
0
0.0%
62.33303650934996
1
<0.1%
0
0.0%
60.04356723216054
1
<0.1%
0
0.0%
58.381984987489574
1
<0.1%
0
0.0%
57.89031561262451
1
<0.1%
0
0.0%
55.78327444051826
1
<0.1%
0
0.0%
55.56470588235294
1
<0.1%
0
0.0%
54.79224376731302
1
<0.1%
0
0.0%
AMT_DECLINED_PERCENTAGE_max
MISSING:
1,709
(6%)
4
(2%)
MOST FREQUENT VALUES
0.0
6,191
21.4%
63
37.3%
10.0
1,689
5.9%
8
4.7%
20.0
388
1.3%
1
0.6%
-6.6000000000000005
286
1.0%
1
0.6%
-3.3000000000000003
122
0.4%
0
0.0%
50.0
77
0.3%
0
0.0%
-9.9
75
0.3%
0
0.0%
-13.200000000000001
74
0.3%
0
0.0%
30.0
68
0.2%
0
0.0%
-9.24
44
0.2%
1
0.6%
40.0
39
0.1%
0
0.0%
-4.62
36
0.1%
0
0.0%
-13.86
27
<0.1%
0
0.0%
-19.8
23
<0.1%
0
0.0%
-5.808
22
<0.1%
0
0.0%
SMALLEST VALUES
-52.800000000000004
1
<0.1%
0
0.0%
-50.14666666666666
1
<0.1%
0
0.0%
-50.144
2
<0.1%
0
0.0%
-50.13333333333333
1
<0.1%
0
0.0%
-46.00078802206462
1
<0.1%
0
0.0%
-45.57272727272727
1
<0.1%
0
0.0%
-44.41051410900657
1
<0.1%
0
0.0%
-43.56
1
<0.1%
0
0.0%
-43.52518978605936
1
<0.1%
0
0.0%
-43.49057255335313
1
<0.1%
0
0.0%
-43.2875
1
<0.1%
0
0.0%
-42.69866666666667
1
<0.1%
0
0.0%
-42.65
1
<0.1%
0
0.0%
-42.6475
1
<0.1%
0
0.0%
-41.03418924670166
1
<0.1%
0
0.0%
LARGEST VALUES
90.0
1
<0.1%
0
0.0%
88.88888888888889
1
<0.1%
0
0.0%
86.66666666666667
2
<0.1%
0
0.0%
85.71428571428571
1
<0.1%
0
0.0%
85.0
2
<0.1%
0
0.0%
84.61538461538461
1
<0.1%
0
0.0%
84.57381354104558
1
<0.1%
0
0.0%
83.33333333333334
1
<0.1%
0
0.0%
83.1938075806655
1
<0.1%
0
0.0%
82.35294117647058
1
<0.1%
0
0.0%
81.81818181818183
2
<0.1%
0
0.0%
80.83169827774145
1
<0.1%
0
0.0%
80.76923076923077
1
<0.1%
0
0.0%
80.38837222904604
1
<0.1%
0
0.0%
80.0
2
<0.1%
0
0.0%
AMT_DECLINED_PERCENTAGE_min
MISSING:
5,951
(19%)
17
(10%)
MOST FREQUENT VALUES
0.0
3,966
16.1%
17
10.9%
-6.6000000000000005
549
2.2%
1
0.6%
-13.200000000000001
497
2.0%
2
1.3%
-19.8
491
2.0%
5
3.2%
10.0
367
1.5%
0
0.0%
-9.9
292
1.2%
1
0.6%
-13.86
195
0.8%
1
0.6%
-26.400000000000002
192
0.8%
4
2.6%
-14.52
186
0.8%
2
1.3%
-18.48
151
0.6%
1
0.6%
-11.88
145
0.6%
1
0.6%
-3.3000000000000003
144
0.6%
1
0.6%
-9.24
139
0.6%
0
0.0%
-15.840000000000002
136
0.6%
1
0.6%
-39.6
102
0.4%
3
1.9%
SMALLEST VALUES
-750.0
1
<0.1%
0
0.0%
-566.6666666666667
2
<0.1%
0
0.0%
-500.0
1
<0.1%
0
0.0%
-333.33333333333337
1
<0.1%
0
0.0%
-325.0
4
<0.1%
0
0.0%
-300.0
2
<0.1%
0
0.0%
-277.77777777777777
1
<0.1%
0
0.0%
-233.33333333333334
2
<0.1%
0
0.0%
-185.71428571428572
1
<0.1%
0
0.0%
-183.33333333333331
2
<0.1%
0
0.0%
-122.22222222222223
3
<0.1%
0
0.0%
-114.5002145002145
1
<0.1%
0
0.0%
-100.0
2
<0.1%
1
0.6%
-83.33333333333334
1
<0.1%
0
0.0%
-81.81818181818183
2
<0.1%
0
0.0%
LARGEST VALUES
69.63032626781451
1
<0.1%
0
0.0%
68.1879506862061
1
<0.1%
0
0.0%
68.02
1
<0.1%
0
0.0%
65.9846703674313
1
<0.1%
0
0.0%
65.83055370246831
1
<0.1%
0
0.0%
63.06440198159944
1
<0.1%
0
0.0%
62.33303650934996
1
<0.1%
0
0.0%
60.04356723216054
1
<0.1%
0
0.0%
58.381984987489574
1
<0.1%
0
0.0%
57.89031561262451
1
<0.1%
0
0.0%
55.78327444051826
1
<0.1%
0
0.0%
55.56470588235294
1
<0.1%
0
0.0%
54.79224376731302
1
<0.1%
0
0.0%
54.753768844221106
1
<0.1%
0
0.0%
54.247246974590446
1
<0.1%
0
0.0%
AMT_DOWN_PAYMENT_mean
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
7,729
28.4%
69
44.5%
4500.0
465
1.7%
5
3.2%
2250.0
320
1.2%
1
0.6%
9000.0
258
0.9%
0
0.0%
6750.0
191
0.7%
1
0.6%
22500.0
174
0.6%
1
0.6%
13500.0
172
0.6%
1
0.6%
11250.0
110
0.4%
2
1.3%
3375.0
96
0.4%
0
0.0%
18000.0
81
0.3%
0
0.0%
1125.0
79
0.3%
0
0.0%
45000.0
79
0.3%
0
0.0%
1500.0
68
0.2%
0
0.0%
3150.0
67
0.2%
0
0.0%
1800.0
65
0.2%
2
1.3%
SMALLEST VALUES
0.0
7,729
28.4%
69
44.5%
0.045
1
<0.1%
0
0.0%
0.072
1
<0.1%
0
0.0%
0.075
1
<0.1%
0
0.0%
0.09
2
<0.1%
0
0.0%
0.10125
1
<0.1%
0
0.0%
0.1125
2
<0.1%
0
0.0%
0.135
1
<0.1%
0
0.0%
0.15
1
<0.1%
0
0.0%
0.17099999999999999
1
<0.1%
0
0.0%
0.18
2
<0.1%
0
0.0%
0.225
8
<0.1%
0
0.0%
0.25875
1
<0.1%
0
0.0%
0.27
2
<0.1%
0
0.0%
0.3
4
<0.1%
0
0.0%
LARGEST VALUES
1079340.75
1
<0.1%
0
0.0%
913500.0
1
<0.1%
0
0.0%
675000.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
497542.5
1
<0.1%
0
0.0%
495900.0
1
<0.1%
0
0.0%
470050.425
1
<0.1%
0
0.0%
450000.0
2
<0.1%
0
0.0%
371029.5
1
<0.1%
0
0.0%
315000.0
1
<0.1%
0
0.0%
284764.5
1
<0.1%
0
0.0%
283977.0
1
<0.1%
0
0.0%
270000.0
1
<0.1%
0
0.0%
229387.5
1
<0.1%
0
0.0%
224016.75
1
<0.1%
0
0.0%
AMT_DOWN_PAYMENT_max
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
7,729
28.4%
69
44.5%
4500.0
818
3.0%
6
3.9%
9000.0
737
2.7%
4
2.6%
13500.0
554
2.0%
2
1.3%
22500.0
521
1.9%
1
0.6%
6750.0
344
1.3%
2
1.3%
45000.0
298
1.1%
1
0.6%
18000.0
271
1.0%
1
0.6%
2250.0
219
0.8%
0
0.0%
11250.0
146
0.5%
2
1.3%
27000.0
132
0.5%
0
0.0%
31500.0
119
0.4%
0
0.0%
2700.0
117
0.4%
0
0.0%
36000.0
110
0.4%
0
0.0%
3150.0
109
0.4%
0
0.0%
SMALLEST VALUES
0.0
7,729
28.4%
69
44.5%
0.09
1
<0.1%
0
0.0%
0.18
4
<0.1%
0
0.0%
0.225
1
<0.1%
0
0.0%
0.27
2
<0.1%
0
0.0%
0.315
1
<0.1%
0
0.0%
0.36
3
<0.1%
1
0.6%
0.405
3
<0.1%
0
0.0%
0.45
14
<0.1%
0
0.0%
0.72
1
<0.1%
0
0.0%
0.765
1
<0.1%
0
0.0%
0.81
3
<0.1%
0
0.0%
0.855
1
<0.1%
0
0.0%
0.9
24
<0.1%
2
1.3%
1.035
2
<0.1%
0
0.0%
LARGEST VALUES
2150100.0
1
<0.1%
0
0.0%
921820.5
1
<0.1%
0
0.0%
913500.0
1
<0.1%
0
0.0%
900000.0
1
<0.1%
0
0.0%
675000.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
580338.0
1
<0.1%
0
0.0%
497542.5
1
<0.1%
0
0.0%
495900.0
1
<0.1%
0
0.0%
490500.0
1
<0.1%
0
0.0%
450000.0
5
<0.1%
0
0.0%
445500.0
1
<0.1%
0
0.0%
414000.0
1
<0.1%
0
0.0%
405000.0
1
<0.1%
0
0.0%
371925.0
1
<0.1%
0
0.0%
AMT_DOWN_PAYMENT_min
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
17,800
65.4%
109
70.3%
4500.0
558
2.1%
5
3.2%
9000.0
292
1.1%
1
0.6%
2250.0
209
0.8%
1
0.6%
13500.0
180
0.7%
1
0.6%
6750.0
161
0.6%
0
0.0%
22500.0
142
0.5%
1
0.6%
2700.0
88
0.3%
0
0.0%
3150.0
88
0.3%
0
0.0%
18000.0
76
0.3%
0
0.0%
45000.0
74
0.3%
0
0.0%
3600.0
67
0.2%
0
0.0%
11250.0
57
0.2%
1
0.6%
1800.0
56
0.2%
1
0.6%
5400.0
52
0.2%
0
0.0%
SMALLEST VALUES
0.0
17,800
65.4%
109
70.3%
0.09
1
<0.1%
0
0.0%
0.135
1
<0.1%
0
0.0%
0.18
2
<0.1%
0
0.0%
0.225
1
<0.1%
0
0.0%
0.27
3
<0.1%
0
0.0%
0.315
1
<0.1%
0
0.0%
0.36
5
<0.1%
1
0.6%
0.405
2
<0.1%
0
0.0%
0.45
13
<0.1%
0
0.0%
0.54
2
<0.1%
0
0.0%
0.63
1
<0.1%
0
0.0%
0.675
1
<0.1%
0
0.0%
0.72
2
<0.1%
0
0.0%
0.81
3
<0.1%
0
0.0%
LARGEST VALUES
913500.0
1
<0.1%
0
0.0%
675000.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
497542.5
1
<0.1%
0
0.0%
495900.0
1
<0.1%
0
0.0%
450000.0
2
<0.1%
0
0.0%
371029.5
1
<0.1%
0
0.0%
315000.0
1
<0.1%
0
0.0%
284764.5
1
<0.1%
0
0.0%
283977.0
1
<0.1%
0
0.0%
270000.0
1
<0.1%
0
0.0%
224016.75
1
<0.1%
0
0.0%
218250.0
1
<0.1%
0
0.0%
213282.0
1
<0.1%
0
0.0%
211423.5
1
<0.1%
0
0.0%
AMT_GOODS_PRICE_mean
MISSING:
1,703
(6%)
4
(2%)
MOST FREQUENT VALUES
135000.0
136
0.5%
1
0.6%
225000.0
115
0.4%
2
1.2%
90000.0
94
0.3%
1
0.6%
45000.0
89
0.3%
1
0.6%
450000.0
72
0.2%
0
0.0%
180000.0
58
0.2%
0
0.0%
337500.0
49
0.2%
0
0.0%
270000.0
47
0.2%
1
0.6%
112500.0
46
0.2%
0
0.0%
67500.0
45
0.2%
0
0.0%
675000.0
44
0.2%
0
0.0%
157500.0
44
0.2%
0
0.0%
315000.0
31
0.1%
0
0.0%
202500.0
26
<0.1%
0
0.0%
44955.0
23
<0.1%
0
0.0%
SMALLEST VALUES
0.0
6
<0.1%
0
0.0%
5951.25
1
<0.1%
0
0.0%
6250.5
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
11470.5
1
<0.1%
0
0.0%
11614.5
1
<0.1%
0
0.0%
12586.5
1
<0.1%
0
0.0%
12957.0
1
<0.1%
0
0.0%
12988.26
1
<0.1%
0
0.0%
13038.75
1
<0.1%
0
0.0%
13252.5
1
<0.1%
0
0.0%
13270.5
1
<0.1%
0
0.0%
13410.0
1
<0.1%
0
0.0%
13455.0
1
<0.1%
0
0.0%
LARGEST VALUES
3150000.0
2
<0.1%
0
0.0%
2700000.0
2
<0.1%
0
0.0%
2632500.0
1
<0.1%
0
0.0%
2452500.0
1
<0.1%
0
0.0%
2325000.0
1
<0.1%
0
0.0%
2250000.0
6
<0.1%
0
0.0%
2186457.75
1
<0.1%
0
0.0%
2148750.0
1
<0.1%
0
0.0%
2025000.0
1
<0.1%
0
0.0%
1961488.2285
1
<0.1%
0
0.0%
1914750.0
1
<0.1%
0
0.0%
1890000.0
2
<0.1%
0
0.0%
1878750.0
1
<0.1%
0
0.0%
1845000.0
1
<0.1%
0
0.0%
1835356.8214285714
1
<0.1%
0
0.0%
AMT_GOODS_PRICE_max
MISSING:
1,703
(6%)
4
(2%)
MOST FREQUENT VALUES
450000.0
1,352
4.7%
8
4.7%
225000.0
1,137
3.9%
12
7.1%
675000.0
899
3.1%
6
3.6%
900000.0
717
2.5%
5
3.0%
135000.0
682
2.4%
6
3.6%
270000.0
577
2.0%
4
2.4%
180000.0
503
1.7%
3
1.8%
1350000.0
456
1.6%
2
1.2%
1129500.0
376
1.3%
0
0.0%
90000.0
346
1.2%
2
1.2%
315000.0
321
1.1%
2
1.2%
360000.0
321
1.1%
2
1.2%
337500.0
320
1.1%
5
3.0%
1125000.0
308
1.1%
1
0.6%
229500.0
303
1.0%
1
0.6%
SMALLEST VALUES
0.0
6
<0.1%
0
0.0%
6250.5
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
11614.5
1
<0.1%
0
0.0%
12586.5
1
<0.1%
0
0.0%
12988.26
1
<0.1%
0
0.0%
13252.5
1
<0.1%
0
0.0%
13270.5
1
<0.1%
0
0.0%
13410.0
1
<0.1%
0
0.0%
13455.0
1
<0.1%
0
0.0%
13500.0
1
<0.1%
0
0.0%
13725.0
1
<0.1%
0
0.0%
13860.0
1
<0.1%
0
0.0%
13945.5
1
<0.1%
0
0.0%
LARGEST VALUES
4455000.0
1
<0.1%
0
0.0%
4140000.0
1
<0.1%
0
0.0%
4050000.0
1
<0.1%
0
0.0%
3600000.0
1
<0.1%
0
0.0%
3510000.0
1
<0.1%
0
0.0%
3150000.0
24
<0.1%
1
0.6%
2947500.0
1
<0.1%
0
0.0%
2925000.0
3
<0.1%
0
0.0%
2721820.5
1
<0.1%
0
0.0%
2700000.0
10
<0.1%
1
0.6%
2565000.0
1
<0.1%
0
0.0%
2497500.0
2
<0.1%
0
0.0%
2475000.0
4
<0.1%
0
0.0%
2407500.0
1
<0.1%
0
0.0%
2272500.0
1
<0.1%
0
0.0%
AMT_GOODS_PRICE_min
MISSING:
1,703
(6%)
4
(2%)
MOST FREQUENT VALUES
45000.0
1,647
5.7%
22
13.0%
0.0
474
1.6%
5
3.0%
135000.0
391
1.4%
3
1.8%
90000.0
373
1.3%
4
2.4%
67500.0
261
0.9%
0
0.0%
225000.0
247
0.9%
3
1.8%
22455.0
150
0.5%
2
1.2%
112500.0
149
0.5%
1
0.6%
31455.0
138
0.5%
0
0.0%
180000.0
137
0.5%
0
0.0%
26955.0
132
0.5%
0
0.0%
35955.0
114
0.4%
0
0.0%
17955.0
112
0.4%
1
0.6%
40455.0
93
0.3%
0
0.0%
44955.0
93
0.3%
0
0.0%
SMALLEST VALUES
0.0
474
1.6%
5
3.0%
6250.5
1
<0.1%
0
0.0%
6570.0
1
<0.1%
0
0.0%
6750.0
1
<0.1%
0
0.0%
7155.0
2
<0.1%
0
0.0%
7380.0
1
<0.1%
0
0.0%
7420.5
1
<0.1%
0
0.0%
7830.0
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
8689.5
1
<0.1%
0
0.0%
8725.5
1
<0.1%
0
0.0%
8995.5
3
<0.1%
0
0.0%
9405.0
1
<0.1%
0
0.0%
9706.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
LARGEST VALUES
3150000.0
2
<0.1%
0
0.0%
2700000.0
2
<0.1%
0
0.0%
2250000.0
6
<0.1%
0
0.0%
2115000.0
1
<0.1%
0
0.0%
2025000.0
1
<0.1%
0
0.0%
1890000.0
2
<0.1%
0
0.0%
1800000.0
1
<0.1%
0
0.0%
1777500.0
1
<0.1%
0
0.0%
1676700.0
1
<0.1%
0
0.0%
1575000.0
3
<0.1%
0
0.0%
1534500.0
1
<0.1%
0
0.0%
1483650.0
1
<0.1%
0
0.0%
1440000.0
1
<0.1%
0
0.0%
1354500.0
1
<0.1%
0
0.0%
1350000.0
7
<0.1%
0
0.0%
CNT_PAYMENT_mean
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
12.0
3,627
12.5%
21
12.4%
6.0
2,295
7.9%
19
11.2%
10.0
1,975
6.8%
7
4.1%
24.0
1,200
4.1%
4
2.4%
18.0
1,098
3.8%
13
7.7%
8.0
1,059
3.7%
6
3.6%
9.0
923
3.2%
3
1.8%
11.0
573
2.0%
2
1.2%
14.0
570
2.0%
6
3.6%
15.0
508
1.8%
3
1.8%
16.0
470
1.6%
3
1.8%
36.0
315
1.1%
2
1.2%
4.0
312
1.1%
2
1.2%
20.0
301
1.0%
3
1.8%
21.0
282
1.0%
1
0.6%
SMALLEST VALUES
0.0
207
0.7%
1
0.6%
0.6666666666666666
1
<0.1%
0
0.0%
0.8
1
<0.1%
0
0.0%
1.0
2
<0.1%
0
0.0%
1.0769230769230769
1
<0.1%
0
0.0%
1.3333333333333333
1
<0.1%
0
0.0%
1.4285714285714286
1
<0.1%
0
0.0%
1.5
5
<0.1%
0
0.0%
1.7647058823529411
1
<0.1%
0
0.0%
2.0
42
0.1%
2
1.2%
2.2
1
<0.1%
0
0.0%
2.25
1
<0.1%
0
0.0%
2.4
4
<0.1%
0
0.0%
2.5
7
<0.1%
0
0.0%
2.5714285714285716
1
<0.1%
0
0.0%
LARGEST VALUES
72.0
1
<0.1%
0
0.0%
60.0
34
0.1%
0
0.0%
59.5
1
<0.1%
0
0.0%
58.0
2
<0.1%
0
0.0%
57.0
2
<0.1%
0
0.0%
56.0
6
<0.1%
0
0.0%
54.857142857142854
1
<0.1%
0
0.0%
54.0
4
<0.1%
0
0.0%
53.142857142857146
1
<0.1%
0
0.0%
52.44444444444444
1
<0.1%
0
0.0%
52.285714285714285
1
<0.1%
0
0.0%
52.2
1
<0.1%
0
0.0%
52.0
4
<0.1%
0
0.0%
51.629629629629626
1
<0.1%
0
0.0%
51.0
1
<0.1%
0
0.0%
CNT_PAYMENT_max
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
12.0
7,542
26.1%
27
16.0%
24.0
4,955
17.1%
28
16.6%
36.0
2,801
9.7%
17
10.1%
60.0
2,739
9.5%
20
11.8%
10.0
2,367
8.2%
6
3.6%
48.0
2,093
7.2%
27
16.0%
6.0
2,053
7.1%
16
9.5%
18.0
2,050
7.1%
8
4.7%
30.0
557
1.9%
5
3.0%
8.0
359
1.2%
6
3.6%
14.0
298
1.0%
2
1.2%
42.0
286
1.0%
0
0.0%
0.0
207
0.7%
1
0.6%
4.0
199
0.7%
2
1.2%
16.0
175
0.6%
0
0.0%
SMALLEST VALUES
0.0
207
0.7%
1
0.6%
3.0
5
<0.1%
0
0.0%
4.0
199
0.7%
2
1.2%
5.0
27
<0.1%
0
0.0%
6.0
2,053
7.1%
16
9.5%
7.0
18
<0.1%
0
0.0%
8.0
359
1.2%
6
3.6%
9.0
12
<0.1%
0
0.0%
10.0
2,367
8.2%
6
3.6%
11.0
8
<0.1%
1
0.6%
12.0
7,542
26.1%
27
16.0%
13.0
1
<0.1%
0
0.0%
14.0
298
1.0%
2
1.2%
15.0
19
<0.1%
0
0.0%
16.0
175
0.6%
0
0.0%
LARGEST VALUES
84.0
2
<0.1%
0
0.0%
72.0
7
<0.1%
0
0.0%
66.0
1
<0.1%
0
0.0%
60.0
2,739
9.5%
20
11.8%
54.0
96
0.3%
3
1.8%
48.0
2,093
7.2%
27
16.0%
42.0
286
1.0%
0
0.0%
36.0
2,801
9.7%
17
10.1%
35.0
1
<0.1%
0
0.0%
34.0
1
<0.1%
0
0.0%
30.0
557
1.9%
5
3.0%
28.0
1
<0.1%
0
0.0%
24.0
4,955
17.1%
28
16.6%
20.0
43
0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
CNT_PAYMENT_min
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
9,653
33.4%
80
47.3%
6.0
6,383
22.1%
32
18.9%
12.0
4,829
16.7%
27
16.0%
10.0
3,483
12.0%
9
5.3%
4.0
1,307
4.5%
3
1.8%
24.0
1,038
3.6%
6
3.6%
8.0
744
2.6%
3
1.8%
18.0
584
2.0%
5
3.0%
36.0
217
0.8%
1
0.6%
5.0
198
0.7%
0
0.0%
14.0
113
0.4%
1
0.6%
16.0
75
0.3%
1
0.6%
3.0
61
0.2%
0
0.0%
48.0
51
0.2%
0
0.0%
7.0
41
0.1%
0
0.0%
SMALLEST VALUES
0.0
9,653
33.4%
80
47.3%
3.0
61
0.2%
0
0.0%
4.0
1,307
4.5%
3
1.8%
5.0
198
0.7%
0
0.0%
6.0
6,383
22.1%
32
18.9%
7.0
41
0.1%
0
0.0%
8.0
744
2.6%
3
1.8%
9.0
31
0.1%
0
0.0%
10.0
3,483
12.0%
9
5.3%
11.0
10
<0.1%
1
0.6%
12.0
4,829
16.7%
27
16.0%
13.0
1
<0.1%
0
0.0%
14.0
113
0.4%
1
0.6%
15.0
6
<0.1%
0
0.0%
16.0
75
0.3%
1
0.6%
LARGEST VALUES
72.0
1
<0.1%
0
0.0%
60.0
34
0.1%
0
0.0%
54.0
1
<0.1%
0
0.0%
48.0
51
0.2%
0
0.0%
42.0
7
<0.1%
0
0.0%
36.0
217
0.8%
1
0.6%
30.0
36
0.1%
0
0.0%
28.0
1
<0.1%
0
0.0%
24.0
1,038
3.6%
6
3.6%
20.0
19
<0.1%
0
0.0%
18.0
584
2.0%
5
3.0%
16.0
75
0.3%
1
0.6%
15.0
6
<0.1%
0
0.0%
14.0
113
0.4%
1
0.6%
13.0
1
<0.1%
0
0.0%
DAYS_DECISION_mean
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
352.0
23
<0.1%
0
0.0%
372.0
22
<0.1%
0
0.0%
422.0
21
<0.1%
0
0.0%
252.0
19
<0.1%
0
0.0%
415.0
19
<0.1%
0
0.0%
287.0
19
<0.1%
0
0.0%
475.0
18
<0.1%
0
0.0%
631.0
17
<0.1%
0
0.0%
608.0
17
<0.1%
0
0.0%
350.0
17
<0.1%
0
0.0%
339.0
17
<0.1%
1
0.6%
318.0
17
<0.1%
0
0.0%
537.0
17
<0.1%
0
0.0%
591.0
17
<0.1%
0
0.0%
484.0
17
<0.1%
0
0.0%
SMALLEST VALUES
2.0
2
<0.1%
0
0.0%
3.0
2
<0.1%
0
0.0%
5.0
1
<0.1%
1
0.6%
5.5
1
<0.1%
0
0.0%
6.0
4
<0.1%
0
0.0%
7.0
1
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
24.0
2
<0.1%
0
0.0%
LARGEST VALUES
2922.0
2
<0.1%
0
0.0%
2921.0
1
<0.1%
0
0.0%
2917.0
2
<0.1%
0
0.0%
2916.0
3
<0.1%
0
0.0%
2914.0
1
<0.1%
0
0.0%
2912.0
1
<0.1%
0
0.0%
2910.0
1
<0.1%
0
0.0%
2906.0
1
<0.1%
0
0.0%
2905.0
2
<0.1%
0
0.0%
2902.0
3
<0.1%
0
0.0%
2898.0
1
<0.1%
0
0.0%
2897.0
1
<0.1%
0
0.0%
2895.0
1
<0.1%
0
0.0%
2893.0
1
<0.1%
0
0.0%
2890.0
1
<0.1%
0
0.0%
DAYS_DECISION_max
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
2853.0
30
0.1%
0
0.0%
2588.0
29
0.1%
0
0.0%
2552.0
26
<0.1%
0
0.0%
2857.0
26
<0.1%
0
0.0%
352.0
26
<0.1%
0
0.0%
2709.0
25
<0.1%
0
0.0%
2914.0
25
<0.1%
0
0.0%
2721.0
25
<0.1%
0
0.0%
461.0
23
<0.1%
0
0.0%
408.0
23
<0.1%
0
0.0%
2898.0
23
<0.1%
0
0.0%
2669.0
23
<0.1%
0
0.0%
2598.0
23
<0.1%
0
0.0%
2876.0
23
<0.1%
0
0.0%
2580.0
23
<0.1%
0
0.0%
SMALLEST VALUES
2.0
2
<0.1%
0
0.0%
3.0
2
<0.1%
0
0.0%
5.0
1
<0.1%
1
0.6%
6.0
5
<0.1%
0
0.0%
7.0
1
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
16.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
19.0
1
<0.1%
0
0.0%
24.0
2
<0.1%
0
0.0%
28.0
1
<0.1%
0
0.0%
32.0
1
<0.1%
1
0.6%
LARGEST VALUES
2922.0
12
<0.1%
0
0.0%
2921.0
14
<0.1%
0
0.0%
2920.0
11
<0.1%
0
0.0%
2919.0
16
<0.1%
0
0.0%
2918.0
18
<0.1%
0
0.0%
2917.0
13
<0.1%
0
0.0%
2916.0
15
<0.1%
0
0.0%
2915.0
15
<0.1%
0
0.0%
2914.0
25
<0.1%
0
0.0%
2913.0
12
<0.1%
0
0.0%
2912.0
10
<0.1%
0
0.0%
2911.0
8
<0.1%
0
0.0%
2910.0
19
<0.1%
0
0.0%
2909.0
10
<0.1%
0
0.0%
2908.0
10
<0.1%
0
0.0%
DAYS_DECISION_min
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
7.0
89
0.3%
1
0.6%
4.0
87
0.3%
0
0.0%
8.0
84
0.3%
1
0.6%
3.0
83
0.3%
1
0.6%
28.0
81
0.3%
0
0.0%
6.0
81
0.3%
1
0.6%
21.0
77
0.3%
1
0.6%
5.0
76
0.3%
1
0.6%
31.0
76
0.3%
1
0.6%
10.0
75
0.3%
1
0.6%
132.0
74
0.3%
1
0.6%
9.0
73
0.3%
0
0.0%
238.0
72
0.2%
0
0.0%
27.0
71
0.2%
1
0.6%
12.0
71
0.2%
0
0.0%
SMALLEST VALUES
2.0
54
0.2%
0
0.0%
3.0
83
0.3%
1
0.6%
4.0
87
0.3%
0
0.0%
5.0
76
0.3%
1
0.6%
6.0
81
0.3%
1
0.6%
7.0
89
0.3%
1
0.6%
8.0
84
0.3%
1
0.6%
9.0
73
0.3%
0
0.0%
10.0
75
0.3%
1
0.6%
11.0
57
0.2%
1
0.6%
12.0
71
0.2%
0
0.0%
13.0
69
0.2%
0
0.0%
14.0
65
0.2%
0
0.0%
15.0
66
0.2%
1
0.6%
16.0
51
0.2%
0
0.0%
LARGEST VALUES
2922.0
2
<0.1%
0
0.0%
2921.0
1
<0.1%
0
0.0%
2917.0
2
<0.1%
0
0.0%
2916.0
3
<0.1%
0
0.0%
2914.0
1
<0.1%
0
0.0%
2912.0
1
<0.1%
0
0.0%
2910.0
1
<0.1%
0
0.0%
2906.0
1
<0.1%
0
0.0%
2905.0
2
<0.1%
0
0.0%
2902.0
3
<0.1%
0
0.0%
2898.0
1
<0.1%
0
0.0%
2897.0
1
<0.1%
0
0.0%
2895.0
1
<0.1%
0
0.0%
2893.0
1
<0.1%
0
0.0%
2890.0
1
<0.1%
0
0.0%
DAYS_EMPLOYED_mean
MISSING:
17,009
(56%)
85
(49%)
MOST FREQUENT VALUES
801.0
12
<0.1%
0
0.0%
778.0
11
<0.1%
0
0.0%
116.0
11
<0.1%
0
0.0%
840.0
10
<0.1%
0
0.0%
409.0
10
<0.1%
0
0.0%
411.0
10
<0.1%
0
0.0%
356.0
10
<0.1%
0
0.0%
603.0
9
<0.1%
0
0.0%
614.0
9
<0.1%
0
0.0%
999.0
9
<0.1%
0
0.0%
1132.0
9
<0.1%
0
0.0%
1498.0
9
<0.1%
0
0.0%
1048.0
9
<0.1%
0
0.0%
109.0
8
<0.1%
0
0.0%
699.0
8
<0.1%
0
0.0%
SMALLEST VALUES
1.0
1
<0.1%
0
0.0%
4.0
2
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
49.0
1
<0.1%
0
0.0%
55.0
2
<0.1%
0
0.0%
64.0
1
<0.1%
0
0.0%
65.0
1
<0.1%
0
0.0%
71.0
2
<0.1%
0
0.0%
74.0
1
<0.1%
0
0.0%
76.0
2
<0.1%
0
0.0%
77.0
1
<0.1%
0
0.0%
78.0
1
<0.1%
0
0.0%
80.0
1
<0.1%
0
0.0%
LARGEST VALUES
16160.0
1
<0.1%
0
0.0%
16135.0
1
<0.1%
0
0.0%
15834.0
1
<0.1%
0
0.0%
15396.0
1
<0.1%
0
0.0%
15147.0
1
<0.1%
0
0.0%
15107.0
2
<0.1%
0
0.0%
14966.0
1
<0.1%
0
0.0%
14933.0
1
<0.1%
0
0.0%
14832.0
1
<0.1%
0
0.0%
14778.0
1
<0.1%
0
0.0%
14643.0
1
<0.1%
0
0.0%
14414.0
1
<0.1%
0
0.0%
14348.0
1
<0.1%
0
0.0%
14296.0
1
<0.1%
0
0.0%
14226.0
1
<0.1%
0
0.0%
DAYS_EMPLOYED_max
MISSING:
17,009
(56%)
85
(49%)
MOST FREQUENT VALUES
116.0
11
<0.1%
0
0.0%
356.0
11
<0.1%
0
0.0%
1132.0
10
<0.1%
0
0.0%
2019.0
10
<0.1%
0
0.0%
419.0
10
<0.1%
0
0.0%
714.0
10
<0.1%
0
0.0%
411.0
10
<0.1%
0
0.0%
711.0
9
<0.1%
0
0.0%
763.0
9
<0.1%
0
0.0%
999.0
9
<0.1%
0
0.0%
801.0
9
<0.1%
0
0.0%
1328.0
9
<0.1%
0
0.0%
1048.0
9
<0.1%
0
0.0%
1167.0
9
<0.1%
0
0.0%
625.0
8
<0.1%
0
0.0%
SMALLEST VALUES
1.0
1
<0.1%
0
0.0%
4.0
2
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
49.0
1
<0.1%
0
0.0%
55.0
2
<0.1%
0
0.0%
64.0
1
<0.1%
0
0.0%
65.0
1
<0.1%
0
0.0%
71.0
2
<0.1%
0
0.0%
74.0
1
<0.1%
0
0.0%
76.0
2
<0.1%
0
0.0%
77.0
1
<0.1%
0
0.0%
78.0
1
<0.1%
0
0.0%
80.0
1
<0.1%
0
0.0%
LARGEST VALUES
17522.0
1
<0.1%
0
0.0%
17170.0
1
<0.1%
0
0.0%
16849.0
1
<0.1%
0
0.0%
16365.0
1
<0.1%
0
0.0%
16266.0
1
<0.1%
0
0.0%
16265.0
1
<0.1%
0
0.0%
16160.0
1
<0.1%
0
0.0%
16135.0
1
<0.1%
0
0.0%
15834.0
1
<0.1%
0
0.0%
15727.0
1
<0.1%
0
0.0%
15578.0
1
<0.1%
0
0.0%
15542.0
1
<0.1%
0
0.0%
15396.0
1
<0.1%
0
0.0%
15147.0
1
<0.1%
0
0.0%
15107.0
2
<0.1%
0
0.0%
DAYS_EMPLOYED_min
MISSING:
17,009
(56%)
85
(49%)
MOST FREQUENT VALUES
116.0
17
0.1%
0
0.0%
230.0
17
0.1%
0
0.0%
411.0
15
0.1%
0
0.0%
246.0
15
0.1%
0
0.0%
195.0
14
0.1%
0
0.0%
141.0
14
0.1%
0
0.0%
261.0
14
0.1%
0
0.0%
254.0
14
0.1%
0
0.0%
222.0
14
0.1%
0
0.0%
344.0
14
0.1%
0
0.0%
211.0
14
0.1%
0
0.0%
409.0
14
0.1%
0
0.0%
437.0
14
0.1%
0
0.0%
212.0
14
0.1%
0
0.0%
395.0
14
0.1%
0
0.0%
SMALLEST VALUES
1.0
1
<0.1%
0
0.0%
4.0
2
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
34.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
46.0
1
<0.1%
0
0.0%
49.0
2
<0.1%
0
0.0%
54.0
1
<0.1%
0
0.0%
55.0
3
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
60.0
1
<0.1%
0
0.0%
62.0
2
<0.1%
0
0.0%
64.0
2
<0.1%
0
0.0%
LARGEST VALUES
16160.0
1
<0.1%
0
0.0%
16135.0
1
<0.1%
0
0.0%
15834.0
1
<0.1%
0
0.0%
15396.0
1
<0.1%
0
0.0%
15147.0
1
<0.1%
0
0.0%
15107.0
2
<0.1%
0
0.0%
14966.0
1
<0.1%
0
0.0%
14933.0
1
<0.1%
0
0.0%
14832.0
1
<0.1%
0
0.0%
14778.0
1
<0.1%
0
0.0%
14643.0
1
<0.1%
0
0.0%
14414.0
1
<0.1%
0
0.0%
14348.0
1
<0.1%
0
0.0%
14296.0
1
<0.1%
0
0.0%
14226.0
1
<0.1%
0
0.0%
DAYS_FIRST_DUE_mean
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
45
0.2%
2
1.2%
416.0
24
<0.1%
0
0.0%
440.0
23
<0.1%
0
0.0%
607.0
21
<0.1%
0
0.0%
492.0
21
<0.1%
0
0.0%
361.0
20
<0.1%
0
0.0%
391.0
20
<0.1%
0
0.0%
707.0
20
<0.1%
0
0.0%
302.0
19
<0.1%
0
0.0%
387.0
19
<0.1%
0
0.0%
568.0
19
<0.1%
0
0.0%
311.0
19
<0.1%
0
0.0%
320.0
19
<0.1%
0
0.0%
488.0
19
<0.1%
0
0.0%
314.0
19
<0.1%
0
0.0%
SMALLEST VALUES
5.0
1
<0.1%
0
0.0%
6.0
1
<0.1%
0
0.0%
7.0
1
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
21.0
2
<0.1%
0
0.0%
22.0
1
<0.1%
0
0.0%
23.0
2
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
LARGEST VALUES
365243.0
45
0.2%
2
1.2%
244415.0
1
<0.1%
0
0.0%
244404.33333333334
1
<0.1%
0
0.0%
244342.33333333334
1
<0.1%
0
0.0%
244322.33333333334
1
<0.1%
0
0.0%
244276.33333333334
1
<0.1%
0
0.0%
243821.33333333334
1
<0.1%
0
0.0%
243776.66666666666
1
<0.1%
0
0.0%
243727.66666666666
1
<0.1%
0
0.0%
243691.0
1
<0.1%
0
0.0%
243672.0
1
<0.1%
0
0.0%
243621.33333333334
1
<0.1%
0
0.0%
243610.66666666666
1
<0.1%
0
0.0%
243610.0
1
<0.1%
0
0.0%
243602.33333333334
1
<0.1%
0
0.0%
DAYS_FIRST_DUE_max
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
3,243
11.2%
4
2.4%
430.0
27
<0.1%
0
0.0%
440.0
25
<0.1%
0
0.0%
501.0
25
<0.1%
1
0.6%
416.0
25
<0.1%
0
0.0%
480.0
24
<0.1%
0
0.0%
2639.0
23
<0.1%
0
0.0%
453.0
23
<0.1%
0
0.0%
2412.0
23
<0.1%
0
0.0%
607.0
21
<0.1%
0
0.0%
736.0
21
<0.1%
0
0.0%
2521.0
21
<0.1%
0
0.0%
663.0
21
<0.1%
0
0.0%
452.0
20
<0.1%
0
0.0%
2518.0
20
<0.1%
0
0.0%
SMALLEST VALUES
5.0
1
<0.1%
0
0.0%
6.0
1
<0.1%
0
0.0%
7.0
1
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
15.0
1
<0.1%
0
0.0%
18.0
1
<0.1%
0
0.0%
19.0
2
<0.1%
0
0.0%
21.0
2
<0.1%
0
0.0%
23.0
2
<0.1%
0
0.0%
24.0
1
<0.1%
0
0.0%
27.0
1
<0.1%
0
0.0%
LARGEST VALUES
365243.0
3,243
11.2%
4
2.4%
2892.0
1
<0.1%
0
0.0%
2891.0
4
<0.1%
0
0.0%
2890.0
3
<0.1%
0
0.0%
2889.0
3
<0.1%
0
0.0%
2888.0
9
<0.1%
0
0.0%
2887.0
5
<0.1%
0
0.0%
2886.0
8
<0.1%
0
0.0%
2885.0
11
<0.1%
0
0.0%
2884.0
9
<0.1%
0
0.0%
2883.0
13
<0.1%
0
0.0%
2882.0
3
<0.1%
0
0.0%
2881.0
7
<0.1%
0
0.0%
2880.0
5
<0.1%
0
0.0%
2879.0
9
<0.1%
0
0.0%
DAYS_FIRST_DUE_min
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
166.0
62
0.2%
0
0.0%
208.0
61
0.2%
0
0.0%
269.0
57
0.2%
0
0.0%
181.0
56
0.2%
0
0.0%
153.0
56
0.2%
1
0.6%
210.0
55
0.2%
0
0.0%
197.0
55
0.2%
0
0.0%
320.0
55
0.2%
0
0.0%
201.0
55
0.2%
0
0.0%
264.0
54
0.2%
0
0.0%
209.0
54
0.2%
1
0.6%
314.0
53
0.2%
0
0.0%
180.0
53
0.2%
0
0.0%
169.0
52
0.2%
0
0.0%
298.0
52
0.2%
0
0.0%
SMALLEST VALUES
3.0
7
<0.1%
0
0.0%
4.0
12
<0.1%
0
0.0%
5.0
16
<0.1%
0
0.0%
6.0
13
<0.1%
0
0.0%
7.0
13
<0.1%
0
0.0%
8.0
13
<0.1%
0
0.0%
9.0
12
<0.1%
0
0.0%
10.0
16
<0.1%
0
0.0%
11.0
11
<0.1%
0
0.0%
12.0
21
<0.1%
0
0.0%
13.0
12
<0.1%
0
0.0%
14.0
16
<0.1%
0
0.0%
15.0
16
<0.1%
0
0.0%
16.0
23
<0.1%
0
0.0%
17.0
23
<0.1%
0
0.0%
LARGEST VALUES
365243.0
45
0.2%
2
1.2%
2889.0
1
<0.1%
0
0.0%
2885.0
2
<0.1%
0
0.0%
2881.0
2
<0.1%
0
0.0%
2878.0
1
<0.1%
0
0.0%
2876.0
1
<0.1%
0
0.0%
2874.0
2
<0.1%
0
0.0%
2872.0
1
<0.1%
0
0.0%
2871.0
2
<0.1%
0
0.0%
2869.0
1
<0.1%
0
0.0%
2868.0
1
<0.1%
0
0.0%
2866.0
1
<0.1%
0
0.0%
2862.0
2
<0.1%
0
0.0%
2861.0
2
<0.1%
0
0.0%
2860.0
1
<0.1%
0
0.0%
DAYS_ID_PUBLISH_mean
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4425.0
11
<0.1%
0
0.0%
4100.0
11
<0.1%
0
0.0%
4229.0
10
<0.1%
0
0.0%
4166.0
10
<0.1%
0
0.0%
4452.0
10
<0.1%
0
0.0%
4007.0
10
<0.1%
0
0.0%
4196.0
10
<0.1%
0
0.0%
4307.0
10
<0.1%
0
0.0%
3531.0
9
<0.1%
0
0.0%
4194.0
9
<0.1%
0
0.0%
4250.0
9
<0.1%
0
0.0%
4126.0
9
<0.1%
0
0.0%
4537.0
9
<0.1%
0
0.0%
4366.0
9
<0.1%
0
0.0%
4054.0
9
<0.1%
1
1.1%
SMALLEST VALUES
1.0
2
<0.1%
0
0.0%
2.0
4
<0.1%
0
0.0%
3.0
2
<0.1%
0
0.0%
4.0
4
<0.1%
0
0.0%
5.0
1
<0.1%
0
0.0%
6.0
2
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
17.0
3
<0.1%
0
0.0%
LARGEST VALUES
6551.0
1
<0.1%
0
0.0%
6095.0
1
<0.1%
0
0.0%
6090.0
1
<0.1%
0
0.0%
6084.0
1
<0.1%
0
0.0%
6076.0
1
<0.1%
0
0.0%
6064.0
1
<0.1%
0
0.0%
6056.0
1
<0.1%
0
0.0%
6037.0
1
<0.1%
0
0.0%
6022.0
2
<0.1%
0
0.0%
6009.0
1
<0.1%
0
0.0%
6005.0
1
<0.1%
0
0.0%
5993.0
1
<0.1%
0
0.0%
5988.0
1
<0.1%
0
0.0%
5978.0
1
<0.1%
0
0.0%
5969.0
1
<0.1%
0
0.0%
DAYS_ID_PUBLISH_max
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4516.0
15
<0.1%
0
0.0%
4250.0
15
<0.1%
0
0.0%
4576.0
15
<0.1%
0
0.0%
4166.0
15
<0.1%
0
0.0%
4473.0
15
<0.1%
0
0.0%
4256.0
14
<0.1%
0
0.0%
4452.0
14
<0.1%
0
0.0%
4413.0
14
<0.1%
0
0.0%
4635.0
14
<0.1%
0
0.0%
4577.0
14
<0.1%
0
0.0%
4307.0
14
<0.1%
0
0.0%
4081.0
14
<0.1%
0
0.0%
4100.0
14
<0.1%
0
0.0%
4195.0
14
<0.1%
0
0.0%
4457.0
14
<0.1%
0
0.0%
SMALLEST VALUES
1.0
2
<0.1%
0
0.0%
2.0
4
<0.1%
0
0.0%
3.0
2
<0.1%
0
0.0%
4.0
4
<0.1%
0
0.0%
5.0
1
<0.1%
0
0.0%
6.0
2
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
1
<0.1%
0
0.0%
10.0
3
<0.1%
0
0.0%
12.0
3
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
15.0
2
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
17.0
3
<0.1%
0
0.0%
LARGEST VALUES
6551.0
1
<0.1%
0
0.0%
6265.0
1
<0.1%
0
0.0%
6153.0
1
<0.1%
0
0.0%
6109.0
1
<0.1%
0
0.0%
6104.0
1
<0.1%
0
0.0%
6100.0
1
<0.1%
0
0.0%
6096.0
1
<0.1%
0
0.0%
6095.0
1
<0.1%
0
0.0%
6090.0
2
<0.1%
0
0.0%
6089.0
1
<0.1%
0
0.0%
6084.0
1
<0.1%
0
0.0%
6080.0
1
<0.1%
0
0.0%
6076.0
1
<0.1%
0
0.0%
6064.0
1
<0.1%
0
0.0%
6060.0
1
<0.1%
0
0.0%
DAYS_ID_PUBLISH_min
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4425.0
11
<0.1%
0
0.0%
4166.0
11
<0.1%
0
0.0%
4101.0
11
<0.1%
0
0.0%
1851.0
11
<0.1%
0
0.0%
4081.0
11
<0.1%
0
0.0%
1974.0
11
<0.1%
0
0.0%
4366.0
10
<0.1%
0
0.0%
372.0
10
<0.1%
1
1.1%
399.0
10
<0.1%
0
0.0%
4100.0
10
<0.1%
0
0.0%
4452.0
10
<0.1%
0
0.0%
4158.0
9
<0.1%
0
0.0%
4256.0
9
<0.1%
0
0.0%
1325.0
9
<0.1%
0
0.0%
4263.0
9
<0.1%
0
0.0%
SMALLEST VALUES
1.0
6
<0.1%
0
0.0%
2.0
5
<0.1%
0
0.0%
3.0
5
<0.1%
0
0.0%
4.0
6
<0.1%
0
0.0%
5.0
7
<0.1%
0
0.0%
6.0
6
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
8.0
6
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
10.0
9
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
8
<0.1%
0
0.0%
13.0
6
<0.1%
0
0.0%
14.0
5
<0.1%
0
0.0%
15.0
6
<0.1%
0
0.0%
LARGEST VALUES
6551.0
1
<0.1%
0
0.0%
6095.0
1
<0.1%
0
0.0%
6090.0
1
<0.1%
0
0.0%
6084.0
1
<0.1%
0
0.0%
6076.0
1
<0.1%
0
0.0%
6064.0
1
<0.1%
0
0.0%
6056.0
1
<0.1%
0
0.0%
6037.0
1
<0.1%
0
0.0%
6022.0
2
<0.1%
0
0.0%
6009.0
1
<0.1%
0
0.0%
6005.0
1
<0.1%
0
0.0%
5993.0
1
<0.1%
0
0.0%
5988.0
1
<0.1%
0
0.0%
5978.0
1
<0.1%
0
0.0%
5969.0
1
<0.1%
0
0.0%
DAYS_LAST_DUE_mean
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
2,072
7.2%
26
15.4%
146.0
21
<0.1%
0
0.0%
278.0
16
<0.1%
0
0.0%
106.0
16
<0.1%
0
0.0%
238.0
15
<0.1%
0
0.0%
374.0
15
<0.1%
0
0.0%
19.0
14
<0.1%
0
0.0%
184.0
14
<0.1%
0
0.0%
657.0
14
<0.1%
0
0.0%
15.0
14
<0.1%
0
0.0%
234.0
14
<0.1%
0
0.0%
475.0
14
<0.1%
0
0.0%
338.0
14
<0.1%
0
0.0%
138.0
14
<0.1%
0
0.0%
87.0
14
<0.1%
1
0.6%
SMALLEST VALUES
3.0
9
<0.1%
0
0.0%
4.0
9
<0.1%
0
0.0%
5.0
8
<0.1%
0
0.0%
6.0
11
<0.1%
0
0.0%
7.0
7
<0.1%
0
0.0%
8.0
7
<0.1%
0
0.0%
9.0
10
<0.1%
2
1.2%
10.0
10
<0.1%
1
0.6%
11.0
6
<0.1%
0
0.0%
11.5
1
<0.1%
0
0.0%
12.0
8
<0.1%
0
0.0%
13.0
11
<0.1%
0
0.0%
14.0
10
<0.1%
0
0.0%
15.0
14
<0.1%
0
0.0%
16.0
9
<0.1%
0
0.0%
LARGEST VALUES
365243.0
2,072
7.2%
26
15.4%
292445.8
1
<0.1%
0
0.0%
292410.6
1
<0.1%
0
0.0%
292309.0
1
<0.1%
0
0.0%
292213.4
1
<0.1%
0
0.0%
274583.25
1
<0.1%
0
0.0%
274542.5
1
<0.1%
0
0.0%
274492.75
1
<0.1%
0
0.0%
274483.5
1
<0.1%
0
0.0%
274474.0
1
<0.1%
0
0.0%
274448.5
1
<0.1%
0
0.0%
274417.75
1
<0.1%
0
0.0%
274376.25
1
<0.1%
0
0.0%
274359.75
1
<0.1%
0
0.0%
274346.25
1
<0.1%
0
0.0%
DAYS_LAST_DUE_max
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
14,050
48.7%
80
47.3%
146.0
20
<0.1%
0
0.0%
106.0
16
<0.1%
0
0.0%
314.0
15
<0.1%
0
0.0%
234.0
15
<0.1%
0
0.0%
528.0
15
<0.1%
0
0.0%
2263.0
15
<0.1%
0
0.0%
19.0
14
<0.1%
0
0.0%
195.0
14
<0.1%
0
0.0%
394.0
14
<0.1%
0
0.0%
170.0
14
<0.1%
0
0.0%
62.0
14
<0.1%
0
0.0%
320.0
14
<0.1%
0
0.0%
87.0
14
<0.1%
1
0.6%
15.0
14
<0.1%
0
0.0%
SMALLEST VALUES
3.0
9
<0.1%
0
0.0%
4.0
9
<0.1%
0
0.0%
5.0
8
<0.1%
0
0.0%
6.0
11
<0.1%
0
0.0%
7.0
7
<0.1%
0
0.0%
8.0
7
<0.1%
0
0.0%
9.0
10
<0.1%
2
1.2%
10.0
10
<0.1%
1
0.6%
11.0
6
<0.1%
0
0.0%
12.0
9
<0.1%
0
0.0%
13.0
11
<0.1%
0
0.0%
14.0
10
<0.1%
0
0.0%
15.0
14
<0.1%
0
0.0%
16.0
9
<0.1%
0
0.0%
17.0
7
<0.1%
0
0.0%
LARGEST VALUES
365243.0
14,050
48.7%
80
47.3%
2855.0
2
<0.1%
0
0.0%
2854.0
1
<0.1%
0
0.0%
2833.0
1
<0.1%
0
0.0%
2831.0
1
<0.1%
0
0.0%
2830.0
1
<0.1%
0
0.0%
2827.0
1
<0.1%
0
0.0%
2819.0
2
<0.1%
0
0.0%
2817.0
1
<0.1%
0
0.0%
2811.0
2
<0.1%
0
0.0%
2808.0
1
<0.1%
0
0.0%
2807.0
2
<0.1%
0
0.0%
2806.0
1
<0.1%
0
0.0%
2800.0
2
<0.1%
0
0.0%
2798.0
2
<0.1%
0
0.0%
DAYS_LAST_DUE_min
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
2,072
7.2%
26
15.4%
146.0
57
0.2%
0
0.0%
201.0
57
0.2%
0
0.0%
37.0
56
0.2%
0
0.0%
11.0
55
0.2%
0
0.0%
101.0
55
0.2%
0
0.0%
94.0
54
0.2%
0
0.0%
10.0
53
0.2%
1
0.6%
12.0
53
0.2%
0
0.0%
58.0
53
0.2%
0
0.0%
90.0
52
0.2%
0
0.0%
87.0
52
0.2%
2
1.2%
75.0
52
0.2%
0
0.0%
50.0
52
0.2%
1
0.6%
61.0
52
0.2%
1
0.6%
SMALLEST VALUES
2.0
2
<0.1%
0
0.0%
3.0
33
0.1%
0
0.0%
4.0
37
0.1%
0
0.0%
5.0
36
0.1%
0
0.0%
6.0
48
0.2%
0
0.0%
7.0
52
0.2%
0
0.0%
8.0
42
0.1%
1
0.6%
9.0
45
0.2%
2
1.2%
10.0
53
0.2%
1
0.6%
11.0
55
0.2%
0
0.0%
12.0
53
0.2%
0
0.0%
13.0
42
0.1%
0
0.0%
14.0
43
0.1%
0
0.0%
15.0
41
0.1%
0
0.0%
16.0
47
0.2%
0
0.0%
LARGEST VALUES
365243.0
2,072
7.2%
26
15.4%
2855.0
1
<0.1%
0
0.0%
2854.0
1
<0.1%
0
0.0%
2851.0
1
<0.1%
0
0.0%
2818.0
1
<0.1%
0
0.0%
2811.0
1
<0.1%
0
0.0%
2810.0
2
<0.1%
0
0.0%
2807.0
1
<0.1%
0
0.0%
2790.0
1
<0.1%
0
0.0%
2786.0
1
<0.1%
0
0.0%
2781.0
1
<0.1%
0
0.0%
2777.0
1
<0.1%
0
0.0%
2776.0
1
<0.1%
0
0.0%
2772.0
1
<0.1%
0
0.0%
2769.0
1
<0.1%
0
0.0%
DAYS_LAST_DUE_1ST_VERSION_mean
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
270
0.9%
2
1.2%
15.0
32
0.1%
0
0.0%
31.0
31
0.1%
0
0.0%
3.0
29
0.1%
0
0.0%
9.0
28
<0.1%
1
0.6%
227.0
28
<0.1%
0
0.0%
122.0
27
<0.1%
0
0.0%
1.0
26
<0.1%
0
0.0%
28.0
26
<0.1%
0
0.0%
10.0
26
<0.1%
1
0.6%
37.0
26
<0.1%
0
0.0%
14.0
26
<0.1%
0
0.0%
184.0
25
<0.1%
0
0.0%
6.0
25
<0.1%
0
0.0%
41.0
25
<0.1%
0
0.0%
SMALLEST VALUES
0.0
13
<0.1%
0
0.0%
1.0
26
<0.1%
0
0.0%
2.0
25
<0.1%
0
0.0%
3.0
29
0.1%
0
0.0%
4.0
19
<0.1%
0
0.0%
5.0
21
<0.1%
0
0.0%
5.5
1
<0.1%
0
0.0%
6.0
25
<0.1%
0
0.0%
7.0
21
<0.1%
0
0.0%
8.0
20
<0.1%
0
0.0%
9.0
28
<0.1%
1
0.6%
10.0
26
<0.1%
1
0.6%
11.0
23
<0.1%
0
0.0%
12.0
24
<0.1%
0
0.0%
13.0
15
<0.1%
0
0.0%
LARGEST VALUES
365243.0
270
0.9%
2
1.2%
243496.0
1
<0.1%
0
0.0%
184011.5
1
<0.1%
0
0.0%
184010.0
1
<0.1%
0
0.0%
183990.0
1
<0.1%
0
0.0%
183989.5
1
<0.1%
0
0.0%
183983.5
1
<0.1%
0
0.0%
183980.5
1
<0.1%
0
0.0%
183978.5
1
<0.1%
0
0.0%
183971.0
1
<0.1%
0
0.0%
183965.0
1
<0.1%
0
0.0%
183961.0
1
<0.1%
0
0.0%
183960.5
1
<0.1%
0
0.0%
183956.0
1
<0.1%
0
0.0%
183952.0
1
<0.1%
0
0.0%
DAYS_LAST_DUE_1ST_VERSION_max
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
7,822
27.1%
49
29.0%
15.0
32
0.1%
0
0.0%
31.0
31
0.1%
0
0.0%
3.0
29
0.1%
0
0.0%
100.0
29
0.1%
1
0.6%
9.0
28
<0.1%
1
0.6%
210.0
27
<0.1%
0
0.0%
10.0
26
<0.1%
1
0.6%
37.0
26
<0.1%
0
0.0%
41.0
26
<0.1%
0
0.0%
1.0
26
<0.1%
0
0.0%
2.0
25
<0.1%
0
0.0%
6.0
25
<0.1%
0
0.0%
59.0
25
<0.1%
0
0.0%
28.0
25
<0.1%
0
0.0%
SMALLEST VALUES
0.0
13
<0.1%
0
0.0%
1.0
26
<0.1%
0
0.0%
2.0
25
<0.1%
0
0.0%
3.0
29
0.1%
0
0.0%
4.0
19
<0.1%
0
0.0%
5.0
21
<0.1%
0
0.0%
6.0
25
<0.1%
0
0.0%
7.0
20
<0.1%
0
0.0%
8.0
21
<0.1%
0
0.0%
9.0
28
<0.1%
1
0.6%
10.0
26
<0.1%
1
0.6%
11.0
24
<0.1%
0
0.0%
12.0
24
<0.1%
0
0.0%
13.0
15
<0.1%
0
0.0%
14.0
25
<0.1%
0
0.0%
LARGEST VALUES
365243.0
7,822
27.1%
49
29.0%
2801.0
1
<0.1%
0
0.0%
2798.0
2
<0.1%
0
0.0%
2797.0
1
<0.1%
0
0.0%
2793.0
1
<0.1%
0
0.0%
2789.0
1
<0.1%
0
0.0%
2788.0
1
<0.1%
0
0.0%
2787.0
2
<0.1%
0
0.0%
2784.0
2
<0.1%
0
0.0%
2783.0
2
<0.1%
0
0.0%
2781.0
3
<0.1%
0
0.0%
2778.0
1
<0.1%
0
0.0%
2777.0
1
<0.1%
0
0.0%
2776.0
1
<0.1%
0
0.0%
2775.0
1
<0.1%
0
0.0%
DAYS_LAST_DUE_1ST_VERSION_min
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
270
0.9%
2
1.2%
12.0
123
0.4%
1
0.6%
11.0
120
0.4%
0
0.0%
31.0
116
0.4%
0
0.0%
3.0
116
0.4%
0
0.0%
10.0
116
0.4%
1
0.6%
1.0
115
0.4%
0
0.0%
6.0
112
0.4%
0
0.0%
5.0
111
0.4%
0
0.0%
17.0
108
0.4%
0
0.0%
2.0
108
0.4%
0
0.0%
14.0
107
0.4%
0
0.0%
9.0
106
0.4%
2
1.2%
7.0
105
0.4%
0
0.0%
15.0
103
0.4%
0
0.0%
SMALLEST VALUES
0.0
59
0.2%
0
0.0%
1.0
115
0.4%
0
0.0%
2.0
108
0.4%
0
0.0%
3.0
116
0.4%
0
0.0%
4.0
84
0.3%
1
0.6%
5.0
111
0.4%
0
0.0%
6.0
112
0.4%
0
0.0%
7.0
105
0.4%
0
0.0%
8.0
101
0.4%
0
0.0%
9.0
106
0.4%
2
1.2%
10.0
116
0.4%
1
0.6%
11.0
120
0.4%
0
0.0%
12.0
123
0.4%
1
0.6%
13.0
85
0.3%
0
0.0%
14.0
107
0.4%
0
0.0%
LARGEST VALUES
365243.0
270
0.9%
2
1.2%
2781.0
2
<0.1%
0
0.0%
2780.0
1
<0.1%
0
0.0%
2777.0
1
<0.1%
0
0.0%
2772.0
1
<0.1%
0
0.0%
2769.0
1
<0.1%
0
0.0%
2765.0
1
<0.1%
0
0.0%
2764.0
1
<0.1%
0
0.0%
2755.0
1
<0.1%
0
0.0%
2747.0
1
<0.1%
0
0.0%
2739.0
2
<0.1%
0
0.0%
2737.0
1
<0.1%
0
0.0%
2736.0
1
<0.1%
0
0.0%
2735.0
1
<0.1%
0
0.0%
2726.0
1
<0.1%
0
0.0%
DAYS_LAST_PHONE_CHANGE_mean
MISSING:
15,205
(50%)
78
(45%)
MOST FREQUENT VALUES
0.0
1,172
7.6%
3
3.2%
1.0
90
0.6%
1
1.1%
2.0
67
0.4%
0
0.0%
3.0
40
0.3%
0
0.0%
4.0
30
0.2%
0
0.0%
5.0
22
0.1%
0
0.0%
6.0
22
0.1%
0
0.0%
350.0
17
0.1%
0
0.0%
423.0
15
<0.1%
0
0.0%
292.0
14
<0.1%
0
0.0%
710.0
14
<0.1%
0
0.0%
441.0
14
<0.1%
0
0.0%
1104.0
13
<0.1%
0
0.0%
688.0
13
<0.1%
0
0.0%
415.0
13
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1,172
7.6%
3
3.2%
0.5
8
<0.1%
0
0.0%
1.0
90
0.6%
1
1.1%
1.5
2
<0.1%
0
0.0%
2.0
67
0.4%
0
0.0%
2.5
4
<0.1%
0
0.0%
3.0
40
0.3%
0
0.0%
3.5
1
<0.1%
0
0.0%
4.0
30
0.2%
0
0.0%
4.5
1
<0.1%
0
0.0%
5.0
22
0.1%
0
0.0%
6.0
22
0.1%
0
0.0%
6.5
2
<0.1%
0
0.0%
7.0
10
<0.1%
0
0.0%
8.0
7
<0.1%
0
0.0%
LARGEST VALUES
4153.0
1
<0.1%
0
0.0%
3782.0
1
<0.1%
0
0.0%
3772.0
1
<0.1%
0
0.0%
3747.0
1
<0.1%
0
0.0%
3679.0
1
<0.1%
0
0.0%
3661.0
1
<0.1%
0
0.0%
3646.0
1
<0.1%
0
0.0%
3632.0
1
<0.1%
0
0.0%
3631.0
1
<0.1%
0
0.0%
3608.0
1
<0.1%
0
0.0%
3594.0
1
<0.1%
0
0.0%
3591.0
1
<0.1%
0
0.0%
3556.0
1
<0.1%
0
0.0%
3547.0
1
<0.1%
0
0.0%
3537.0
1
<0.1%
0
0.0%
DAYS_LAST_PHONE_CHANGE_max
MISSING:
15,205
(50%)
78
(45%)
MOST FREQUENT VALUES
0.0
1,172
7.6%
3
3.2%
1.0
89
0.6%
1
1.1%
2.0
68
0.4%
0
0.0%
3.0
46
0.3%
0
0.0%
4.0
36
0.2%
0
0.0%
5.0
23
0.1%
0
0.0%
6.0
21
0.1%
0
0.0%
1852.0
16
0.1%
0
0.0%
350.0
15
<0.1%
0
0.0%
1549.0
15
<0.1%
0
0.0%
1606.0
14
<0.1%
0
0.0%
1709.0
14
<0.1%
0
0.0%
590.0
14
<0.1%
0
0.0%
1078.0
14
<0.1%
0
0.0%
1478.0
14
<0.1%
1
1.1%
SMALLEST VALUES
0.0
1,172
7.6%
3
3.2%
1.0
89
0.6%
1
1.1%
2.0
68
0.4%
0
0.0%
3.0
46
0.3%
0
0.0%
4.0
36
0.2%
0
0.0%
5.0
23
0.1%
0
0.0%
6.0
21
0.1%
0
0.0%
7.0
12
<0.1%
0
0.0%
8.0
8
<0.1%
0
0.0%
9.0
7
<0.1%
0
0.0%
10.0
10
<0.1%
0
0.0%
11.0
6
<0.1%
0
0.0%
12.0
9
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
10
<0.1%
0
0.0%
LARGEST VALUES
4292.0
1
<0.1%
0
0.0%
4153.0
1
<0.1%
0
0.0%
4020.0
1
<0.1%
0
0.0%
3963.0
1
<0.1%
0
0.0%
3856.0
1
<0.1%
0
0.0%
3845.0
1
<0.1%
0
0.0%
3782.0
1
<0.1%
0
0.0%
3772.0
2
<0.1%
0
0.0%
3747.0
1
<0.1%
0
0.0%
3718.0
1
<0.1%
0
0.0%
3696.0
1
<0.1%
0
0.0%
3679.0
2
<0.1%
0
0.0%
3676.0
1
<0.1%
0
0.0%
3671.0
2
<0.1%
0
0.0%
3661.0
1
<0.1%
0
0.0%
DAYS_LAST_PHONE_CHANGE_min
MISSING:
15,205
(50%)
78
(45%)
MOST FREQUENT VALUES
0.0
2,896
18.8%
16
16.8%
1.0
202
1.3%
1
1.1%
2.0
168
1.1%
1
1.1%
3.0
109
0.7%
0
0.0%
4.0
77
0.5%
0
0.0%
5.0
73
0.5%
0
0.0%
6.0
44
0.3%
0
0.0%
7.0
25
0.2%
0
0.0%
8.0
21
0.1%
0
0.0%
352.0
19
0.1%
0
0.0%
350.0
19
0.1%
0
0.0%
10.0
19
0.1%
0
0.0%
415.0
19
0.1%
0
0.0%
12.0
18
0.1%
0
0.0%
14.0
18
0.1%
0
0.0%
SMALLEST VALUES
0.0
2,896
18.8%
16
16.8%
1.0
202
1.3%
1
1.1%
2.0
168
1.1%
1
1.1%
3.0
109
0.7%
0
0.0%
4.0
77
0.5%
0
0.0%
5.0
73
0.5%
0
0.0%
6.0
44
0.3%
0
0.0%
7.0
25
0.2%
0
0.0%
8.0
21
0.1%
0
0.0%
9.0
15
<0.1%
0
0.0%
10.0
19
0.1%
0
0.0%
11.0
11
<0.1%
0
0.0%
12.0
18
0.1%
0
0.0%
13.0
8
<0.1%
0
0.0%
14.0
18
0.1%
0
0.0%
LARGEST VALUES
4153.0
1
<0.1%
0
0.0%
3782.0
1
<0.1%
0
0.0%
3772.0
1
<0.1%
0
0.0%
3747.0
1
<0.1%
0
0.0%
3679.0
1
<0.1%
0
0.0%
3661.0
1
<0.1%
0
0.0%
3646.0
1
<0.1%
0
0.0%
3632.0
1
<0.1%
0
0.0%
3631.0
1
<0.1%
0
0.0%
3608.0
1
<0.1%
0
0.0%
3594.0
1
<0.1%
0
0.0%
3591.0
1
<0.1%
0
0.0%
3556.0
1
<0.1%
0
0.0%
3547.0
1
<0.1%
0
0.0%
3537.0
1
<0.1%
0
0.0%
DAYS_REGISTRATION_mean
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4624.0
7
<0.1%
0
0.0%
80.0
7
<0.1%
0
0.0%
4739.0
7
<0.1%
0
0.0%
4478.0
7
<0.1%
0
0.0%
4388.0
6
<0.1%
0
0.0%
3633.0
6
<0.1%
0
0.0%
806.0
6
<0.1%
0
0.0%
8434.0
6
<0.1%
0
0.0%
3184.0
6
<0.1%
0
0.0%
2711.0
6
<0.1%
0
0.0%
3099.0
6
<0.1%
0
0.0%
5117.0
6
<0.1%
0
0.0%
3990.0
6
<0.1%
0
0.0%
4200.0
6
<0.1%
0
0.0%
4688.0
6
<0.1%
0
0.0%
SMALLEST VALUES
0.0
5
<0.1%
0
0.0%
1.0
4
<0.1%
0
0.0%
2.0
1
<0.1%
0
0.0%
3.0
3
<0.1%
0
0.0%
4.0
5
<0.1%
0
0.0%
5.0
3
<0.1%
0
0.0%
6.0
3
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
10.0
2
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
23738.0
1
<0.1%
0
0.0%
20447.0
1
<0.1%
0
0.0%
20096.0
1
<0.1%
0
0.0%
18928.0
1
<0.1%
0
0.0%
18006.0
1
<0.1%
0
0.0%
17276.0
1
<0.1%
0
0.0%
17103.0
1
<0.1%
0
0.0%
16988.0
1
<0.1%
0
0.0%
16544.0
1
<0.1%
0
0.0%
16507.0
1
<0.1%
0
0.0%
16435.0
1
<0.1%
0
0.0%
16315.0
1
<0.1%
0
0.0%
16291.0
1
<0.1%
0
0.0%
16239.0
1
<0.1%
0
0.0%
16191.0
1
<0.1%
0
0.0%
DAYS_REGISTRATION_max
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
6679.0
7
<0.1%
0
0.0%
9248.0
7
<0.1%
0
0.0%
80.0
7
<0.1%
0
0.0%
3990.0
7
<0.1%
0
0.0%
9541.0
6
<0.1%
0
0.0%
7381.0
6
<0.1%
0
0.0%
6329.0
6
<0.1%
0
0.0%
4367.0
6
<0.1%
0
0.0%
4791.0
6
<0.1%
0
0.0%
5049.0
6
<0.1%
0
0.0%
5258.0
6
<0.1%
0
0.0%
4688.0
6
<0.1%
0
0.0%
6576.0
6
<0.1%
0
0.0%
4895.0
6
<0.1%
0
0.0%
4983.0
6
<0.1%
0
0.0%
SMALLEST VALUES
0.0
5
<0.1%
0
0.0%
1.0
4
<0.1%
0
0.0%
2.0
1
<0.1%
0
0.0%
3.0
3
<0.1%
0
0.0%
4.0
5
<0.1%
0
0.0%
5.0
3
<0.1%
0
0.0%
6.0
3
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
3
<0.1%
0
0.0%
10.0
2
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
1
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
0
0.0%
LARGEST VALUES
23738.0
1
<0.1%
0
0.0%
20447.0
1
<0.1%
0
0.0%
20096.0
1
<0.1%
0
0.0%
19244.0
1
<0.1%
0
0.0%
18928.0
1
<0.1%
0
0.0%
18926.0
1
<0.1%
0
0.0%
18718.0
1
<0.1%
0
0.0%
18437.0
1
<0.1%
0
0.0%
18006.0
1
<0.1%
0
0.0%
17866.0
1
<0.1%
0
0.0%
17709.0
1
<0.1%
0
0.0%
17501.0
1
<0.1%
0
0.0%
17379.0
1
<0.1%
0
0.0%
17310.0
1
<0.1%
0
0.0%
17276.0
1
<0.1%
0
0.0%
DAYS_REGISTRATION_min
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4.0
15
<0.1%
0
0.0%
0.0
12
<0.1%
0
0.0%
2.0
11
<0.1%
0
0.0%
3.0
11
<0.1%
0
0.0%
204.0
10
<0.1%
0
0.0%
630.0
9
<0.1%
0
0.0%
80.0
9
<0.1%
0
0.0%
394.0
9
<0.1%
0
0.0%
10.0
9
<0.1%
0
0.0%
281.0
9
<0.1%
0
0.0%
67.0
9
<0.1%
0
0.0%
15.0
9
<0.1%
0
0.0%
230.0
9
<0.1%
0
0.0%
371.0
9
<0.1%
0
0.0%
531.0
9
<0.1%
0
0.0%
SMALLEST VALUES
0.0
12
<0.1%
0
0.0%
1.0
8
<0.1%
0
0.0%
2.0
11
<0.1%
0
0.0%
3.0
11
<0.1%
0
0.0%
4.0
15
<0.1%
0
0.0%
5.0
8
<0.1%
0
0.0%
6.0
6
<0.1%
0
0.0%
7.0
5
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
9.0
7
<0.1%
0
0.0%
10.0
9
<0.1%
0
0.0%
11.0
3
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
2
<0.1%
1
1.1%
LARGEST VALUES
23738.0
1
<0.1%
0
0.0%
20447.0
1
<0.1%
0
0.0%
20096.0
1
<0.1%
0
0.0%
18928.0
1
<0.1%
0
0.0%
18006.0
1
<0.1%
0
0.0%
17276.0
1
<0.1%
0
0.0%
17103.0
1
<0.1%
0
0.0%
16988.0
1
<0.1%
0
0.0%
16544.0
1
<0.1%
0
0.0%
16507.0
1
<0.1%
0
0.0%
16435.0
1
<0.1%
0
0.0%
16315.0
1
<0.1%
0
0.0%
16291.0
1
<0.1%
0
0.0%
16239.0
1
<0.1%
0
0.0%
16191.0
1
<0.1%
0
0.0%
DAYS_TERMINATION_mean
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
2,289
7.9%
29
17.2%
16.0
21
<0.1%
0
0.0%
311.0
20
<0.1%
0
0.0%
416.0
17
<0.1%
0
0.0%
149.0
16
<0.1%
0
0.0%
131.0
16
<0.1%
0
0.0%
191.0
16
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
99.0
15
<0.1%
0
0.0%
351.0
15
<0.1%
0
0.0%
198.0
15
<0.1%
0
0.0%
304.0
15
<0.1%
0
0.0%
326.0
15
<0.1%
0
0.0%
82.0
15
<0.1%
0
0.0%
319.0
15
<0.1%
0
0.0%
SMALLEST VALUES
2.0
7
<0.1%
2
1.2%
3.0
5
<0.1%
0
0.0%
4.0
9
<0.1%
0
0.0%
5.0
11
<0.1%
1
0.6%
6.0
7
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
9.0
13
<0.1%
0
0.0%
10.0
8
<0.1%
0
0.0%
11.0
11
<0.1%
0
0.0%
12.0
9
<0.1%
0
0.0%
13.0
7
<0.1%
0
0.0%
13.5
1
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
15.0
11
<0.1%
0
0.0%
LARGEST VALUES
365243.0
2,289
7.9%
29
17.2%
292444.6
1
<0.1%
0
0.0%
292409.0
1
<0.1%
0
0.0%
292308.0
1
<0.1%
0
0.0%
292247.8
1
<0.1%
0
0.0%
274588.0
1
<0.1%
0
0.0%
274582.0
1
<0.1%
0
0.0%
274569.75
1
<0.1%
0
0.0%
274541.0
1
<0.1%
0
0.0%
274535.5
1
<0.1%
0
0.0%
274491.25
1
<0.1%
0
0.0%
274485.0
1
<0.1%
0
0.0%
274482.0
1
<0.1%
0
0.0%
274473.25
1
<0.1%
0
0.0%
274462.75
1
<0.1%
0
0.0%
DAYS_TERMINATION_max
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
14,980
51.9%
83
49.1%
16.0
21
<0.1%
0
0.0%
311.0
19
<0.1%
0
0.0%
295.0
18
<0.1%
0
0.0%
351.0
17
<0.1%
0
0.0%
191.0
17
<0.1%
0
0.0%
416.0
17
<0.1%
0
0.0%
2566.0
17
<0.1%
0
0.0%
2571.0
17
<0.1%
0
0.0%
198.0
16
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
543.0
16
<0.1%
0
0.0%
2314.0
16
<0.1%
0
0.0%
326.0
16
<0.1%
0
0.0%
208.0
16
<0.1%
0
0.0%
SMALLEST VALUES
2.0
7
<0.1%
2
1.2%
3.0
5
<0.1%
0
0.0%
4.0
9
<0.1%
0
0.0%
5.0
11
<0.1%
1
0.6%
6.0
7
<0.1%
0
0.0%
7.0
3
<0.1%
0
0.0%
8.0
16
<0.1%
0
0.0%
9.0
13
<0.1%
0
0.0%
10.0
8
<0.1%
0
0.0%
11.0
10
<0.1%
0
0.0%
12.0
9
<0.1%
0
0.0%
13.0
7
<0.1%
0
0.0%
14.0
1
<0.1%
0
0.0%
15.0
11
<0.1%
0
0.0%
16.0
21
<0.1%
0
0.0%
LARGEST VALUES
365243.0
14,980
51.9%
83
49.1%
2852.0
1
<0.1%
0
0.0%
2811.0
1
<0.1%
0
0.0%
2803.0
1
<0.1%
0
0.0%
2796.0
1
<0.1%
0
0.0%
2792.0
1
<0.1%
0
0.0%
2775.0
1
<0.1%
0
0.0%
2773.0
1
<0.1%
0
0.0%
2770.0
1
<0.1%
0
0.0%
2758.0
1
<0.1%
0
0.0%
2756.0
1
<0.1%
0
0.0%
2746.0
1
<0.1%
0
0.0%
2745.0
1
<0.1%
0
0.0%
2744.0
1
<0.1%
0
0.0%
2732.0
1
<0.1%
0
0.0%
DAYS_TERMINATION_min
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
2,289
7.9%
29
17.2%
9.0
72
0.2%
0
0.0%
51.0
69
0.2%
1
0.6%
169.0
66
0.2%
0
0.0%
92.0
64
0.2%
0
0.0%
44.0
64
0.2%
1
0.6%
8.0
63
0.2%
0
0.0%
25.0
62
0.2%
0
0.0%
65.0
60
0.2%
1
0.6%
16.0
60
0.2%
0
0.0%
38.0
60
0.2%
0
0.0%
93.0
60
0.2%
0
0.0%
53.0
59
0.2%
1
0.6%
208.0
59
0.2%
0
0.0%
120.0
59
0.2%
0
0.0%
SMALLEST VALUES
2.0
46
0.2%
3
1.8%
3.0
49
0.2%
0
0.0%
4.0
48
0.2%
0
0.0%
5.0
54
0.2%
1
0.6%
6.0
36
0.1%
0
0.0%
7.0
16
<0.1%
0
0.0%
8.0
63
0.2%
0
0.0%
9.0
72
0.2%
0
0.0%
10.0
42
0.1%
0
0.0%
11.0
42
0.1%
0
0.0%
12.0
41
0.1%
0
0.0%
13.0
40
0.1%
0
0.0%
14.0
31
0.1%
0
0.0%
15.0
57
0.2%
0
0.0%
16.0
60
0.2%
0
0.0%
LARGEST VALUES
365243.0
2,289
7.9%
29
17.2%
2852.0
1
<0.1%
0
0.0%
2803.0
1
<0.1%
0
0.0%
2792.0
1
<0.1%
0
0.0%
2775.0
1
<0.1%
0
0.0%
2742.0
1
<0.1%
0
0.0%
2732.0
1
<0.1%
0
0.0%
2731.0
1
<0.1%
0
0.0%
2727.0
1
<0.1%
0
0.0%
2724.0
1
<0.1%
0
0.0%
2719.0
1
<0.1%
0
0.0%
2717.0
1
<0.1%
0
0.0%
2712.0
1
<0.1%
0
0.0%
2700.0
1
<0.1%
0
0.0%
2697.0
1
<0.1%
0
0.0%
HOUR_APPR_PROCESS_START_mean
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
12.0
1,483
5.1%
12
7.1%
13.0
1,439
5.0%
3
1.8%
14.0
1,427
4.9%
7
4.1%
11.0
1,285
4.4%
6
3.6%
15.0
1,152
4.0%
5
3.0%
10.0
959
3.3%
6
3.6%
16.0
870
3.0%
4
2.4%
17.0
628
2.2%
0
0.0%
9.0
611
2.1%
9
5.3%
12.5
550
1.9%
4
2.4%
13.5
523
1.8%
1
0.6%
11.5
473
1.6%
1
0.6%
14.5
456
1.6%
1
0.6%
18.0
411
1.4%
1
0.6%
8.0
392
1.4%
3
1.8%
SMALLEST VALUES
1.0
1
<0.1%
0
0.0%
2.0
1
<0.1%
0
0.0%
2.3333333333333335
1
<0.1%
0
0.0%
2.5
1
<0.1%
0
0.0%
2.6666666666666665
1
<0.1%
0
0.0%
3.0
12
<0.1%
0
0.0%
3.2
1
<0.1%
0
0.0%
3.25
1
<0.1%
0
0.0%
3.3333333333333335
2
<0.1%
0
0.0%
3.5
5
<0.1%
0
0.0%
3.6
1
<0.1%
0
0.0%
3.6666666666666665
1
<0.1%
0
0.0%
3.8
2
<0.1%
0
0.0%
3.8333333333333335
2
<0.1%
0
0.0%
4.0
53
0.2%
2
1.2%
LARGEST VALUES
22.0
5
<0.1%
0
0.0%
21.5
1
<0.1%
0
0.0%
21.0
21
<0.1%
0
0.0%
20.0
88
0.3%
0
0.0%
19.75
1
<0.1%
0
0.0%
19.666666666666668
4
<0.1%
0
0.0%
19.6
1
<0.1%
0
0.0%
19.5
17
<0.1%
0
0.0%
19.4
2
<0.1%
0
0.0%
19.333333333333332
6
<0.1%
0
0.0%
19.25
3
<0.1%
0
0.0%
19.2
2
<0.1%
0
0.0%
19.11111111111111
1
<0.1%
0
0.0%
19.0
224
0.8%
0
0.0%
18.833333333333332
1
<0.1%
0
0.0%
HOUR_APPR_PROCESS_START_max
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
16.0
3,633
12.5%
10
5.9%
17.0
3,420
11.8%
17
10.1%
15.0
3,364
11.6%
17
10.1%
14.0
3,014
10.4%
14
8.3%
18.0
2,938
10.1%
18
10.7%
13.0
2,547
8.8%
13
7.7%
12.0
2,139
7.4%
18
10.7%
19.0
1,881
6.5%
6
3.6%
11.0
1,756
6.1%
11
6.5%
10.0
1,243
4.3%
15
8.9%
20.0
925
3.2%
6
3.6%
9.0
765
2.6%
10
5.9%
8.0
459
1.6%
3
1.8%
21.0
284
1.0%
1
0.6%
7.0
249
0.9%
3
1.8%
SMALLEST VALUES
1.0
1
<0.1%
0
0.0%
2.0
1
<0.1%
0
0.0%
3.0
13
<0.1%
0
0.0%
4.0
48
0.2%
2
1.2%
5.0
90
0.3%
1
0.6%
6.0
132
0.5%
4
2.4%
7.0
249
0.9%
3
1.8%
8.0
459
1.6%
3
1.8%
9.0
765
2.6%
10
5.9%
10.0
1,243
4.3%
15
8.9%
11.0
1,756
6.1%
11
6.5%
12.0
2,139
7.4%
18
10.7%
13.0
2,547
8.8%
13
7.7%
14.0
3,014
10.4%
14
8.3%
15.0
3,364
11.6%
17
10.1%
LARGEST VALUES
23.0
17
<0.1%
0
0.0%
22.0
45
0.2%
0
0.0%
21.0
284
1.0%
1
0.6%
20.0
925
3.2%
6
3.6%
19.0
1,881
6.5%
6
3.6%
18.0
2,938
10.1%
18
10.7%
17.0
3,420
11.8%
17
10.1%
16.0
3,633
12.5%
10
5.9%
15.0
3,364
11.6%
17
10.1%
14.0
3,014
10.4%
14
8.3%
13.0
2,547
8.8%
13
7.7%
12.0
2,139
7.4%
18
10.7%
11.0
1,756
6.1%
11
6.5%
10.0
1,243
4.3%
15
8.9%
9.0
765
2.6%
10
5.9%
HOUR_APPR_PROCESS_START_min
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
10.0
4,991
17.2%
24
14.2%
9.0
4,062
14.0%
33
19.5%
11.0
3,930
13.6%
14
8.3%
12.0
2,978
10.3%
14
8.3%
8.0
2,275
7.9%
12
7.1%
13.0
2,152
7.4%
11
6.5%
14.0
1,662
5.7%
7
4.1%
7.0
1,479
5.1%
21
12.4%
15.0
1,198
4.1%
3
1.8%
6.0
858
3.0%
7
4.1%
16.0
841
2.9%
5
3.0%
17.0
608
2.1%
0
0.0%
5.0
537
1.9%
6
3.6%
18.0
414
1.4%
1
0.6%
4.0
365
1.3%
7
4.1%
SMALLEST VALUES
0.0
10
<0.1%
0
0.0%
1.0
18
<0.1%
0
0.0%
2.0
51
0.2%
1
0.6%
3.0
206
0.7%
3
1.8%
4.0
365
1.3%
7
4.1%
5.0
537
1.9%
6
3.6%
6.0
858
3.0%
7
4.1%
7.0
1,479
5.1%
21
12.4%
8.0
2,275
7.9%
12
7.1%
9.0
4,062
14.0%
33
19.5%
10.0
4,991
17.2%
24
14.2%
11.0
3,930
13.6%
14
8.3%
12.0
2,978
10.3%
14
8.3%
13.0
2,152
7.4%
11
6.5%
14.0
1,662
5.7%
7
4.1%
LARGEST VALUES
22.0
5
<0.1%
0
0.0%
21.0
22
<0.1%
0
0.0%
20.0
86
0.3%
0
0.0%
19.0
216
0.7%
0
0.0%
18.0
414
1.4%
1
0.6%
17.0
608
2.1%
0
0.0%
16.0
841
2.9%
5
3.0%
15.0
1,198
4.1%
3
1.8%
14.0
1,662
5.7%
7
4.1%
13.0
2,152
7.4%
11
6.5%
12.0
2,978
10.3%
14
8.3%
11.0
3,930
13.6%
14
8.3%
10.0
4,991
17.2%
24
14.2%
9.0
4,062
14.0%
33
19.5%
8.0
2,275
7.9%
12
7.1%
NFLAG_INSURED_ON_APPROVAL_mean
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
0.0
13,451
46.6%
88
52.1%
0.5
3,997
13.9%
29
17.2%
0.3333333333333333
2,636
9.1%
7
4.1%
1.0
2,176
7.5%
21
12.4%
0.25
1,246
4.3%
3
1.8%
0.6666666666666666
1,203
4.2%
10
5.9%
0.4
708
2.5%
2
1.2%
0.2
571
2.0%
2
1.2%
0.75
524
1.8%
0
0.0%
0.6
448
1.6%
3
1.8%
0.16666666666666666
277
1.0%
0
0.0%
0.8
231
0.8%
1
0.6%
0.2857142857142857
162
0.6%
0
0.0%
0.42857142857142855
149
0.5%
0
0.0%
0.5714285714285714
145
0.5%
1
0.6%
SMALLEST VALUES
0.0
13,451
46.6%
88
52.1%
0.07142857142857142
2
<0.1%
0
0.0%
0.07692307692307693
1
<0.1%
0
0.0%
0.08333333333333333
1
<0.1%
0
0.0%
0.09090909090909091
6
<0.1%
0
0.0%
0.1
9
<0.1%
0
0.0%
0.1111111111111111
28
<0.1%
0
0.0%
0.125
54
0.2%
0
0.0%
0.14285714285714285
112
0.4%
1
0.6%
0.15384615384615385
4
<0.1%
0
0.0%
0.16666666666666666
277
1.0%
0
0.0%
0.18181818181818182
5
<0.1%
0
0.0%
0.2
571
2.0%
2
1.2%
0.21428571428571427
2
<0.1%
0
0.0%
0.2222222222222222
26
<0.1%
0
0.0%
LARGEST VALUES
1.0
2,176
7.5%
21
12.4%
0.9411764705882353
1
<0.1%
0
0.0%
0.9285714285714286
1
<0.1%
0
0.0%
0.9230769230769231
1
<0.1%
0
0.0%
0.9166666666666666
1
<0.1%
0
0.0%
0.9090909090909091
4
<0.1%
0
0.0%
0.9
8
<0.1%
0
0.0%
0.8888888888888888
11
<0.1%
0
0.0%
0.875
23
<0.1%
0
0.0%
0.8571428571428571
42
0.1%
0
0.0%
0.8461538461538461
1
<0.1%
0
0.0%
0.8333333333333334
99
0.3%
0
0.0%
0.8181818181818182
8
<0.1%
0
0.0%
0.8
231
0.8%
1
0.6%
0.7777777777777778
35
0.1%
0
0.0%
NFLAG_INSURED_ON_APPROVAL_max
MISSING:
1,741
(6%)
4
(2%)
TOP CATEGORIES
1.0
15,387
53%
81
48%
0.0
13,451
47%
88
52%
ALL
28,838
100%
169
100%
RATE_DOWN_PAYMENT_mean
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
7,729
28.4%
69
44.5%
0.1089090909090909
637
2.3%
2
1.3%
0.05445454545454545
282
1.0%
2
1.3%
0.2178181818181818
104
0.4%
0
0.0%
0.0363030303030303
99
0.4%
1
0.6%
0.0726060606060606
40
0.1%
0
0.0%
0.027227272727272725
39
0.1%
0
0.0%
0.02178181818181818
22
<0.1%
0
0.0%
0.3267272727272727
19
<0.1%
0
0.0%
0.5445454545454544
16
<0.1%
0
0.0%
0.16336363636363635
16
<0.1%
0
0.0%
0.4356363636363636
11
<0.1%
0
0.0%
0.08168181818181817
9
<0.1%
0
0.0%
0.1452121212121212
8
<0.1%
0
0.0%
0.01815151515151515
7
<0.1%
0
0.0%
SMALLEST VALUES
0.0
7,729
28.4%
69
44.5%
8.624235714903788e-07
1
<0.1%
0
0.0%
8.881647524363077e-07
1
<0.1%
0
0.0%
9.009045593140369e-07
1
<0.1%
0
0.0%
9.419633054970593e-07
1
<0.1%
0
0.0%
9.620935927538124e-07
1
<0.1%
0
0.0%
1.01433068060742e-06
1
<0.1%
0
0.0%
1.1637526223290512e-06
1
<0.1%
0
0.0%
1.321513399792882e-06
1
<0.1%
0
0.0%
1.8241676661980476e-06
1
<0.1%
0
0.0%
1.8459834876039033e-06
1
<0.1%
0
0.0%
1.9055308430367474e-06
1
<0.1%
0
0.0%
2.0320010195059092e-06
1
<0.1%
0
0.0%
2.232649536268628e-06
1
<0.1%
0
0.0%
2.242625916518906e-06
1
<0.1%
0
0.0%
LARGEST VALUES
0.9077648752581028
1
<0.1%
0
0.0%
0.7823179597913815
1
<0.1%
0
0.0%
0.7679870078992541
1
<0.1%
0
0.0%
0.7648604221093724
1
<0.1%
0
0.0%
0.7630083446259183
1
<0.1%
0
0.0%
0.7529796277527674
1
<0.1%
0
0.0%
0.7480705026267809
1
<0.1%
0
0.0%
0.7475619105350425
1
<0.1%
0
0.0%
0.7451360899636761
1
<0.1%
0
0.0%
0.7403756275773017
1
<0.1%
0
0.0%
0.7308844433869601
1
<0.1%
0
0.0%
0.7244802533357423
1
<0.1%
0
0.0%
0.7202029553570352
1
<0.1%
0
0.0%
0.7166643402660071
1
<0.1%
0
0.0%
0.7083093119997825
1
<0.1%
0
0.0%
RATE_DOWN_PAYMENT_max
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
7,729
28.4%
69
44.5%
0.1089090909090909
1,592
5.9%
7
4.5%
0.2178181818181818
379
1.4%
1
0.6%
0.3267272727272727
67
0.2%
0
0.0%
0.5445454545454544
62
0.2%
0
0.0%
0.4356363636363636
39
0.1%
0
0.0%
0.1000083479422322
14
<0.1%
0
0.0%
0.0994603569946035
13
<0.1%
0
0.0%
0.1013781431334622
10
<0.1%
0
0.0%
0.1013816147895253
10
<0.1%
0
0.0%
0.1122774133083411
9
<0.1%
0
0.0%
0.109018109018109
9
<0.1%
0
0.0%
0.130690909090909
8
<0.1%
0
0.0%
0.1042691152791679
8
<0.1%
0
0.0%
0.1039704925146453
8
<0.1%
0
0.0%
SMALLEST VALUES
0.0
7,729
28.4%
69
44.5%
8.624235714903788e-07
1
<0.1%
0
0.0%
9.620935927538124e-07
1
<0.1%
0
0.0%
2.3850046515553987e-06
1
<0.1%
0
0.0%
2.5087699624427912e-06
1
<0.1%
0
0.0%
2.7546746115345443e-06
1
<0.1%
0
0.0%
2.8556506724008497e-06
1
<0.1%
0
0.0%
3.0470625336531263e-06
1
<0.1%
0
0.0%
3.1460937359607997e-06
1
<0.1%
0
0.0%
3.42641964030602e-06
1
<0.1%
0
0.0%
3.5364763824582114e-06
1
<0.1%
0
0.0%
3.5526590097452308e-06
1
<0.1%
0
0.0%
3.644057322218112e-06
1
<0.1%
0
0.0%
3.811061686073495e-06
1
<0.1%
0
0.0%
3.921811261359912e-06
1
<0.1%
0
0.0%
LARGEST VALUES
0.9210857147470236
1
<0.1%
0
0.0%
0.9077648752581028
1
<0.1%
0
0.0%
0.8860518034840853
1
<0.1%
0
0.0%
0.8786534159668484
1
<0.1%
0
0.0%
0.8689461591007888
1
<0.1%
0
0.0%
0.8636062488236398
1
<0.1%
0
0.0%
0.8621796851735146
1
<0.1%
0
0.0%
0.8603265217659885
1
<0.1%
0
0.0%
0.8585321107492088
1
<0.1%
0
0.0%
0.8257204807512812
1
<0.1%
0
0.0%
0.8250688705234156
1
<0.1%
0
0.0%
0.8183150996834565
1
<0.1%
0
0.0%
0.8154319475074187
1
<0.1%
0
0.0%
0.8134116965285796
1
<0.1%
0
0.0%
0.8108924294491306
1
<0.1%
0
0.0%
RATE_DOWN_PAYMENT_min
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
17,800
65.4%
109
70.3%
0.1089090909090909
845
3.1%
2
1.3%
0.2178181818181818
127
0.5%
0
0.0%
0.3267272727272727
18
<0.1%
0
0.0%
0.5445454545454544
17
<0.1%
0
0.0%
0.0994603569946035
13
<0.1%
0
0.0%
0.4356363636363636
11
<0.1%
0
0.0%
0.1000083479422322
9
<0.1%
0
0.0%
0.1
8
<0.1%
0
0.0%
0.1013781431334622
7
<0.1%
0
0.0%
0.1009165038075341
7
<0.1%
0
0.0%
0.130690909090909
6
<0.1%
0
0.0%
0.0999980866279208
6
<0.1%
0
0.0%
0.1013833284509975
6
<0.1%
0
0.0%
0.1042691152791679
6
<0.1%
0
0.0%
SMALLEST VALUES
0.0
17,800
65.4%
109
70.3%
8.624235714903788e-07
1
<0.1%
0
0.0%
9.620935927538124e-07
1
<0.1%
0
0.0%
2.3850046515553987e-06
1
<0.1%
0
0.0%
2.4171349445279635e-06
1
<0.1%
0
0.0%
2.5087699624427912e-06
1
<0.1%
0
0.0%
2.737286705191708e-06
1
<0.1%
0
0.0%
2.8556506724008497e-06
1
<0.1%
0
0.0%
3.0470625336531263e-06
1
<0.1%
0
0.0%
3.1460937359607997e-06
1
<0.1%
0
0.0%
3.42641964030602e-06
1
<0.1%
0
0.0%
3.4428476277448303e-06
1
<0.1%
0
0.0%
3.644057322218112e-06
1
<0.1%
0
0.0%
3.8587267940905415e-06
1
<0.1%
0
0.0%
3.921811261359912e-06
1
<0.1%
0
0.0%
LARGEST VALUES
0.9077648752581028
1
<0.1%
0
0.0%
0.7823179597913815
1
<0.1%
0
0.0%
0.7679870078992541
1
<0.1%
0
0.0%
0.7648604221093724
1
<0.1%
0
0.0%
0.7630083446259183
1
<0.1%
0
0.0%
0.7529796277527674
1
<0.1%
0
0.0%
0.7480705026267809
1
<0.1%
0
0.0%
0.7475619105350425
1
<0.1%
0
0.0%
0.7451360899636761
1
<0.1%
0
0.0%
0.7308844433869601
1
<0.1%
0
0.0%
0.7244802533357423
1
<0.1%
0
0.0%
0.7202029553570352
1
<0.1%
0
0.0%
0.7166643402660071
1
<0.1%
0
0.0%
0.7029257175326881
1
<0.1%
0
0.0%
0.6788634339836475
1
<0.1%
0
0.0%
SELLERPLACE_AREA_mean
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
1,431
4.9%
7
4.1%
50.0
358
1.2%
3
1.8%
20.0
304
1.0%
2
1.2%
100.0
296
1.0%
1
0.6%
30.0
287
1.0%
0
0.0%
40.0
203
0.7%
2
1.2%
15.0
192
0.7%
2
1.2%
25.0
191
0.7%
0
0.0%
200.0
158
0.5%
0
0.0%
150.0
147
0.5%
0
0.0%
10.0
120
0.4%
3
1.8%
5.0
116
0.4%
2
1.2%
35.0
108
0.4%
2
1.2%
60.0
106
0.4%
1
0.6%
300.0
104
0.4%
0
0.0%
SMALLEST VALUES
0.0
97
0.3%
0
0.0%
0.09090909090909091
1
<0.1%
0
0.0%
0.14285714285714285
4
<0.1%
0
0.0%
0.16666666666666666
3
<0.1%
0
0.0%
0.17857142857142858
1
<0.1%
0
0.0%
0.18181818181818182
1
<0.1%
0
0.0%
0.19047619047619047
1
<0.1%
0
0.0%
0.2
3
<0.1%
0
0.0%
0.23529411764705882
1
<0.1%
0
0.0%
0.25
6
<0.1%
0
0.0%
0.2857142857142857
2
<0.1%
0
0.0%
0.3333333333333333
16
<0.1%
0
0.0%
0.375
2
<0.1%
0
0.0%
0.4
3
<0.1%
0
0.0%
0.5
28
<0.1%
0
0.0%
LARGEST VALUES
4000000.0
1
<0.1%
0
0.0%
250000.0
1
<0.1%
0
0.0%
74625.0
2
<0.1%
0
0.0%
49750.333333333336
1
<0.1%
0
0.0%
42643.28571428572
1
<0.1%
0
0.0%
38798.5
1
<0.1%
0
0.0%
37391.5
1
<0.1%
0
0.0%
37345.0
1
<0.1%
0
0.0%
37332.5
1
<0.1%
0
0.0%
37317.5
1
<0.1%
0
0.0%
37313.0
1
<0.1%
0
0.0%
30200.0
2
<0.1%
0
0.0%
30180.0
2
<0.1%
0
0.0%
29880.2
1
<0.1%
0
0.0%
25882.333333333332
1
<0.1%
0
0.0%
SELLERPLACE_AREA_max
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
1,587
5.5%
8
4.7%
100.0
996
3.4%
6
3.6%
50.0
968
3.3%
8
4.7%
150.0
662
2.3%
4
2.4%
30.0
655
2.3%
3
1.8%
20.0
607
2.1%
3
1.8%
200.0
599
2.1%
5
3.0%
1000.0
576
2.0%
4
2.4%
40.0
534
1.8%
6
3.6%
2000.0
453
1.6%
3
1.8%
1500.0
448
1.5%
0
0.0%
300.0
444
1.5%
3
1.8%
25.0
321
1.1%
2
1.2%
60.0
315
1.1%
4
2.4%
500.0
311
1.1%
2
1.2%
SMALLEST VALUES
0.0
97
0.3%
0
0.0%
1.0
1,587
5.5%
8
4.7%
2.0
38
0.1%
1
0.6%
3.0
41
0.1%
1
0.6%
4.0
85
0.3%
1
0.6%
5.0
176
0.6%
1
0.6%
6.0
76
0.3%
1
0.6%
7.0
27
<0.1%
1
0.6%
8.0
26
<0.1%
0
0.0%
9.0
27
<0.1%
1
0.6%
10.0
213
0.7%
3
1.8%
11.0
29
0.1%
0
0.0%
12.0
60
0.2%
0
0.0%
13.0
29
0.1%
0
0.0%
14.0
36
0.1%
0
0.0%
LARGEST VALUES
4000000.0
1
<0.1%
0
0.0%
250000.0
1
<0.1%
0
0.0%
74625.0
28
<0.1%
0
0.0%
65339.0
1
<0.1%
0
0.0%
49151.0
1
<0.1%
1
0.6%
30200.0
34
0.1%
1
0.6%
30180.0
23
<0.1%
0
0.0%
28516.0
1
<0.1%
0
0.0%
16660.0
4
<0.1%
0
0.0%
16000.0
1
<0.1%
0
0.0%
15000.0
2
<0.1%
0
0.0%
14142.0
1
<0.1%
0
0.0%
13118.0
1
<0.1%
0
0.0%
13000.0
4
<0.1%
0
0.0%
12102.0
7
<0.1%
0
0.0%
SELLERPLACE_AREA_min
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
15,353
53.0%
87
51.5%
0.0
1,779
6.1%
10
5.9%
20.0
764
2.6%
4
2.4%
30.0
706
2.4%
1
0.6%
50.0
593
2.0%
2
1.2%
100.0
434
1.5%
1
0.6%
15.0
415
1.4%
3
1.8%
40.0
384
1.3%
4
2.4%
10.0
363
1.3%
1
0.6%
25.0
329
1.1%
1
0.6%
5.0
325
1.1%
2
1.2%
4.0
212
0.7%
6
3.6%
35.0
198
0.7%
1
0.6%
150.0
192
0.7%
0
0.0%
200.0
175
0.6%
0
0.0%
SMALLEST VALUES
0.0
1,779
6.1%
10
5.9%
1.0
15,353
53.0%
87
51.5%
2.0
91
0.3%
4
2.4%
3.0
114
0.4%
1
0.6%
4.0
212
0.7%
6
3.6%
5.0
325
1.1%
2
1.2%
6.0
131
0.5%
1
0.6%
7.0
31
0.1%
0
0.0%
8.0
50
0.2%
1
0.6%
9.0
41
0.1%
0
0.0%
10.0
363
1.3%
1
0.6%
11.0
31
0.1%
1
0.6%
12.0
97
0.3%
0
0.0%
13.0
35
0.1%
0
0.0%
14.0
54
0.2%
0
0.0%
LARGEST VALUES
4000000.0
1
<0.1%
0
0.0%
250000.0
1
<0.1%
0
0.0%
74625.0
2
<0.1%
0
0.0%
30200.0
2
<0.1%
0
0.0%
30180.0
2
<0.1%
0
0.0%
16000.0
1
<0.1%
0
0.0%
15000.0
1
<0.1%
0
0.0%
12102.0
1
<0.1%
0
0.0%
12000.0
4
<0.1%
0
0.0%
10964.0
1
<0.1%
0
0.0%
10200.0
1
<0.1%
0
0.0%
10000.0
4
<0.1%
0
0.0%
8025.0
6
<0.1%
0
0.0%
7120.0
2
<0.1%
0
0.0%
7000.0
2
<0.1%
0
0.0%
AMT_ANNUITY_prev_app
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
2250.0
644
2.2%
9
5.3%
11250.0
274
0.9%
7
4.1%
6750.0
260
0.9%
4
2.4%
9000.0
239
0.8%
0
0.0%
4500.0
225
0.8%
3
1.8%
22500.0
217
0.8%
1
0.6%
3375.0
123
0.4%
1
0.6%
13500.0
117
0.4%
0
0.0%
7875.0
103
0.4%
1
0.6%
5625.0
80
0.3%
1
0.6%
38250.0
78
0.3%
0
0.0%
45000.0
70
0.2%
0
0.0%
10125.0
53
0.2%
0
0.0%
16875.0
31
0.1%
0
0.0%
20250.0
31
0.1%
1
0.6%
SMALLEST VALUES
0.0
25
<0.1%
2
1.2%
730.845
1
<0.1%
0
0.0%
862.965
1
<0.1%
0
0.0%
873.18
1
<0.1%
0
0.0%
919.665
1
<0.1%
0
0.0%
938.43
1
<0.1%
0
0.0%
964.62
1
<0.1%
0
0.0%
1151.325
1
<0.1%
0
0.0%
1165.95
1
<0.1%
0
0.0%
1176.075
1
<0.1%
0
0.0%
1188.585
1
<0.1%
0
0.0%
1257.255
1
<0.1%
0
0.0%
1274.715
1
<0.1%
0
0.0%
1277.685
1
<0.1%
0
0.0%
1280.475
1
<0.1%
0
0.0%
LARGEST VALUES
224403.075
1
<0.1%
0
0.0%
218844.045
1
<0.1%
0
0.0%
195977.61
1
<0.1%
0
0.0%
172334.16
1
<0.1%
0
0.0%
162609.12
1
<0.1%
0
0.0%
154342.62
1
<0.1%
0
0.0%
148617.72
1
<0.1%
0
0.0%
145177.74
1
<0.1%
0
0.0%
131920.155
1
<0.1%
0
0.0%
131904.9
1
<0.1%
0
0.0%
131762.16
1
<0.1%
0
0.0%
131517.0
2
<0.1%
0
0.0%
130955.715
1
<0.1%
0
0.0%
128556.945
1
<0.1%
0
0.0%
128247.165
1
<0.1%
0
0.0%
AMT_APPLICATION
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
4,942
17.1%
33
19.5%
45000.0
741
2.6%
6
3.6%
225000.0
636
2.2%
13
7.7%
135000.0
618
2.1%
5
3.0%
450000.0
561
1.9%
5
3.0%
90000.0
411
1.4%
3
1.8%
180000.0
316
1.1%
1
0.6%
675000.0
276
1.0%
0
0.0%
270000.0
266
0.9%
7
4.1%
67500.0
227
0.8%
0
0.0%
900000.0
213
0.7%
1
0.6%
112500.0
204
0.7%
2
1.2%
157500.0
160
0.6%
1
0.6%
229500.0
150
0.5%
0
0.0%
315000.0
144
0.5%
1
0.6%
SMALLEST VALUES
0.0
4,942
17.1%
33
19.5%
6250.5
1
<0.1%
0
0.0%
7420.5
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
9837.0
1
<0.1%
0
0.0%
11214.0
1
<0.1%
0
0.0%
11245.5
1
<0.1%
0
0.0%
11430.0
1
<0.1%
0
0.0%
11515.5
1
<0.1%
0
0.0%
12276.0
1
<0.1%
0
0.0%
12586.5
1
<0.1%
0
0.0%
12852.0
1
<0.1%
0
0.0%
12988.26
1
<0.1%
0
0.0%
13252.5
1
<0.1%
0
0.0%
LARGEST VALUES
4050000.0
1
<0.1%
0
0.0%
3150000.0
4
<0.1%
0
0.0%
2721820.5
1
<0.1%
0
0.0%
2700000.0
5
<0.1%
0
0.0%
2250000.0
31
0.1%
0
0.0%
2227500.0
1
<0.1%
0
0.0%
2205000.0
2
<0.1%
0
0.0%
2182500.0
1
<0.1%
0
0.0%
2083500.0
1
<0.1%
0
0.0%
2025000.0
10
<0.1%
0
0.0%
2002500.0
2
<0.1%
0
0.0%
1980000.0
1
<0.1%
0
0.0%
1939500.0
1
<0.1%
0
0.0%
1935000.0
1
<0.1%
0
0.0%
1890000.0
3
<0.1%
0
0.0%
AMT_CREDIT_prev_app
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
4,004
13.8%
31
18.3%
45000.0
571
2.0%
6
3.6%
225000.0
321
1.1%
8
4.7%
135000.0
300
1.0%
2
1.2%
450000.0
288
1.0%
3
1.8%
180000.0
264
0.9%
0
0.0%
90000.0
236
0.8%
3
1.8%
67500.0
137
0.5%
0
0.0%
270000.0
114
0.4%
1
0.6%
157500.0
112
0.4%
1
0.6%
900000.0
111
0.4%
1
0.6%
112500.0
92
0.3%
1
0.6%
143910.0
84
0.3%
1
0.6%
95940.0
82
0.3%
0
0.0%
254700.0
77
0.3%
0
0.0%
SMALLEST VALUES
0.0
4,004
13.8%
31
18.3%
6183.0
1
<0.1%
0
0.0%
7420.5
1
<0.1%
0
0.0%
7776.0
1
<0.1%
0
0.0%
8320.5
1
<0.1%
0
0.0%
8752.5
1
<0.1%
0
0.0%
10791.0
1
<0.1%
0
0.0%
10894.5
1
<0.1%
0
0.0%
10903.5
1
<0.1%
0
0.0%
11133.0
1
<0.1%
0
0.0%
11214.0
1
<0.1%
0
0.0%
11389.5
1
<0.1%
0
0.0%
11394.0
1
<0.1%
0
0.0%
11488.5
1
<0.1%
0
0.0%
11601.0
1
<0.1%
0
0.0%
LARGEST VALUES
4050000.0
1
<0.1%
0
0.0%
3374532.0
2
<0.1%
0
0.0%
3150000.0
2
<0.1%
0
0.0%
3020760.0
3
<0.1%
0
0.0%
2700000.0
2
<0.1%
0
0.0%
2517300.0
11
<0.1%
0
0.0%
2492127.0
1
<0.1%
0
0.0%
2466954.0
1
<0.1%
0
0.0%
2303460.0
2
<0.1%
0
0.0%
2250000.0
18
<0.1%
0
0.0%
2241513.0
3
<0.1%
0
0.0%
2240397.0
2
<0.1%
0
0.0%
2217456.0
2
<0.1%
0
0.0%
2205000.0
1
<0.1%
0
0.0%
2169913.5
1
<0.1%
0
0.0%
AMT_DECLINED
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
0.0
9,623
33.2%
72
42.6%
-180000.0
137
0.5%
0
0.0%
-450000.0
136
0.5%
1
0.6%
4500.0
127
0.4%
1
0.6%
-8910.0
117
0.4%
1
0.6%
-90000.0
108
0.4%
0
0.0%
-135000.0
105
0.4%
0
0.0%
-5940.0
102
0.4%
0
0.0%
-67500.0
90
0.3%
0
0.0%
-4455.0
86
0.3%
0
0.0%
9000.0
85
0.3%
0
0.0%
-17820.0
85
0.3%
0
0.0%
-14850.0
82
0.3%
1
0.6%
-29700.0
78
0.3%
0
0.0%
-13365.0
76
0.3%
0
0.0%
SMALLEST VALUES
-900000.0
28
<0.1%
0
0.0%
-765000.0
27
<0.1%
0
0.0%
-720000.0
8
<0.1%
0
0.0%
-675000.0
4
<0.1%
0
0.0%
-630000.0
2
<0.1%
0
0.0%
-585000.0
9
<0.1%
0
0.0%
-540000.0
5
<0.1%
0
0.0%
-451939.5
1
<0.1%
0
0.0%
-450000.0
136
0.5%
1
0.6%
-440361.0
1
<0.1%
0
0.0%
-427500.0
10
<0.1%
0
0.0%
-426442.5
1
<0.1%
0
0.0%
-405000.0
3
<0.1%
0
0.0%
-394200.0
2
<0.1%
0
0.0%
-382500.0
3
<0.1%
0
0.0%
LARGEST VALUES
2150100.0
1
<0.1%
0
0.0%
887661.0
1
<0.1%
0
0.0%
765000.0
1
<0.1%
0
0.0%
675000.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
540000.0
1
<0.1%
0
0.0%
450000.0
3
<0.1%
0
0.0%
360000.0
1
<0.1%
0
0.0%
312570.0
1
<0.1%
0
0.0%
297288.0
1
<0.1%
0
0.0%
283977.0
1
<0.1%
0
0.0%
274648.5
1
<0.1%
0
0.0%
240520.5
1
<0.1%
0
0.0%
229144.5
1
<0.1%
0
0.0%
225895.5
1
<0.1%
0
0.0%
AMT_DECLINED_PERCENTAGE
MISSING:
2,692
(9%)
7
(4%)
MOST FREQUENT VALUES
0.0
6,690
24.0%
55
33.1%
10.0
904
3.2%
2
1.2%
-6.6000000000000005
658
2.4%
1
0.6%
-13.200000000000001
321
1.2%
4
2.4%
-9.9
311
1.1%
2
1.2%
-3.3000000000000003
211
0.8%
0
0.0%
-19.8
209
0.7%
2
1.2%
20.0
196
0.7%
0
0.0%
-13.86
137
0.5%
1
0.6%
-9.24
137
0.5%
1
0.6%
-11.88
107
0.4%
1
0.6%
-14.52
105
0.4%
3
1.8%
-18.48
85
0.3%
0
0.0%
-15.840000000000002
81
0.3%
1
0.6%
-4.62
79
0.3%
0
0.0%
SMALLEST VALUES
-325.0
2
<0.1%
0
0.0%
-75.0
1
<0.1%
0
0.0%
-70.0
1
<0.1%
0
0.0%
-66.66666666666666
1
<0.1%
0
0.0%
-66.0
2
<0.1%
0
0.0%
-57.08800000000001
1
<0.1%
0
0.0%
-55.15490196078431
1
<0.1%
0
0.0%
-54.978
1
<0.1%
0
0.0%
-54.97777777777778
1
<0.1%
0
0.0%
-54.96666666666666
1
<0.1%
0
0.0%
-54.44270881190848
1
<0.1%
0
0.0%
-52.925999999999995
1
<0.1%
0
0.0%
-52.800000000000004
12
<0.1%
0
0.0%
-51.412
1
<0.1%
0
0.0%
-50.14999999999999
1
<0.1%
0
0.0%
LARGEST VALUES
85.0
1
<0.1%
0
0.0%
80.83169827774145
1
<0.1%
0
0.0%
78.99492269971513
1
<0.1%
0
0.0%
78.68566212944958
1
<0.1%
0
0.0%
74.38131921039961
1
<0.1%
0
0.0%
73.33333333333333
1
<0.1%
0
0.0%
71.69644826825503
1
<0.1%
0
0.0%
71.42857142857143
1
<0.1%
0
0.0%
71.33267775449997
1
<0.1%
0
0.0%
70.58823529411765
1
<0.1%
0
0.0%
70.46043165467626
1
<0.1%
0
0.0%
69.94295028524857
1
<0.1%
0
0.0%
69.83808913113178
1
<0.1%
0
0.0%
69.63032626781451
1
<0.1%
0
0.0%
69.43094398311439
1
<0.1%
0
0.0%
AMT_DOWN_PAYMENT
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
12,680
46.6%
89
57.4%
4500.0
752
2.8%
5
3.2%
9000.0
502
1.8%
4
2.6%
13500.0
342
1.3%
2
1.3%
22500.0
302
1.1%
1
0.6%
6750.0
247
0.9%
0
0.0%
2250.0
236
0.9%
1
0.6%
18000.0
156
0.6%
0
0.0%
45000.0
138
0.5%
0
0.0%
2700.0
123
0.5%
0
0.0%
3150.0
107
0.4%
1
0.6%
11250.0
105
0.4%
1
0.6%
3600.0
89
0.3%
1
0.6%
27000.0
82
0.3%
0
0.0%
4950.0
76
0.3%
0
0.0%
SMALLEST VALUES
0.0
12,680
46.6%
89
57.4%
0.09
2
<0.1%
0
0.0%
0.135
1
<0.1%
0
0.0%
0.18
5
<0.1%
0
0.0%
0.225
1
<0.1%
0
0.0%
0.27
2
<0.1%
0
0.0%
0.315
1
<0.1%
0
0.0%
0.36
4
<0.1%
1
0.6%
0.405
3
<0.1%
0
0.0%
0.45
13
<0.1%
0
0.0%
0.63
1
<0.1%
0
0.0%
0.72
1
<0.1%
0
0.0%
0.81
3
<0.1%
0
0.0%
0.855
1
<0.1%
0
0.0%
0.9
46
0.2%
3
1.9%
LARGEST VALUES
2150100.0
1
<0.1%
0
0.0%
913500.0
1
<0.1%
0
0.0%
675000.0
1
<0.1%
0
0.0%
585000.0
1
<0.1%
0
0.0%
497542.5
1
<0.1%
0
0.0%
495900.0
1
<0.1%
0
0.0%
450000.0
3
<0.1%
0
0.0%
371029.5
1
<0.1%
0
0.0%
360000.0
1
<0.1%
0
0.0%
315000.0
1
<0.1%
0
0.0%
312570.0
1
<0.1%
0
0.0%
290889.0
1
<0.1%
0
0.0%
284764.5
1
<0.1%
0
0.0%
283977.0
1
<0.1%
0
0.0%
274648.5
1
<0.1%
0
0.0%
AMT_GOODS_PRICE_prev_app
MISSING:
1,703
(6%)
4
(2%)
MOST FREQUENT VALUES
45000.0
905
3.1%
9
5.3%
225000.0
832
2.9%
18
10.7%
135000.0
796
2.8%
7
4.1%
450000.0
714
2.5%
6
3.6%
90000.0
519
1.8%
4
2.4%
180000.0
404
1.4%
1
0.6%
675000.0
379
1.3%
0
0.0%
270000.0
358
1.2%
7
4.1%
67500.0
295
1.0%
1
0.6%
900000.0
282
1.0%
1
0.6%
112500.0
251
0.9%
3
1.8%
157500.0
192
0.7%
2
1.2%
337500.0
191
0.7%
2
1.2%
315000.0
188
0.7%
2
1.2%
229500.0
183
0.6%
0
0.0%
SMALLEST VALUES
0.0
100
0.3%
2
1.2%
6250.5
1
<0.1%
0
0.0%
7420.5
1
<0.1%
0
0.0%
8644.5
1
<0.1%
0
0.0%
8995.5
1
<0.1%
0
0.0%
9810.0
1
<0.1%
0
0.0%
9837.0
1
<0.1%
0
0.0%
11214.0
1
<0.1%
0
0.0%
11245.5
1
<0.1%
0
0.0%
11430.0
1
<0.1%
0
0.0%
11515.5
1
<0.1%
0
0.0%
11614.5
1
<0.1%
0
0.0%
12276.0
1
<0.1%
0
0.0%
12586.5
1
<0.1%
0
0.0%
12852.0
1
<0.1%
0
0.0%
LARGEST VALUES
4050000.0
1
<0.1%
0
0.0%
3150000.0
4
<0.1%
0
0.0%
2721820.5
1
<0.1%
0
0.0%
2700000.0
5
<0.1%
0
0.0%
2655000.0
1
<0.1%
0
0.0%
2254500.0
1
<0.1%
0
0.0%
2250000.0
42
0.1%
0
0.0%
2227500.0
1
<0.1%
0
0.0%
2205000.0
2
<0.1%
0
0.0%
2182500.0
1
<0.1%
0
0.0%
2146500.0
1
<0.1%
0
0.0%
2083500.0
1
<0.1%
0
0.0%
2038500.0
1
<0.1%
0
0.0%
2025000.0
15
<0.1%
0
0.0%
2002500.0
3
<0.1%
0
0.0%
CNT_PAYMENT
MISSING:
1,655
(5%)
4
(2%)
MOST FREQUENT VALUES
12.0
7,888
27.3%
31
18.3%
6.0
4,697
16.2%
24
14.2%
10.0
3,614
12.5%
10
5.9%
24.0
3,041
10.5%
20
11.8%
0.0
2,810
9.7%
30
17.8%
18.0
1,625
5.6%
8
4.7%
36.0
1,284
4.4%
15
8.9%
60.0
783
2.7%
7
4.1%
48.0
755
2.6%
9
5.3%
8.0
705
2.4%
5
3.0%
4.0
671
2.3%
4
2.4%
30.0
280
1.0%
2
1.2%
14.0
222
0.8%
1
0.6%
16.0
132
0.5%
1
0.6%
5.0
106
0.4%
0
0.0%
SMALLEST VALUES
0.0
2,810
9.7%
30
17.8%
3.0
30
0.1%
0
0.0%
4.0
671
2.3%
4
2.4%
5.0
106
0.4%
0
0.0%
6.0
4,697
16.2%
24
14.2%
7.0
41
0.1%
0
0.0%
8.0
705
2.4%
5
3.0%
9.0
37
0.1%
0
0.0%
10.0
3,614
12.5%
10
5.9%
11.0
10
<0.1%
1
0.6%
12.0
7,888
27.3%
31
18.3%
13.0
3
<0.1%
0
0.0%
14.0
222
0.8%
1
0.6%
15.0
11
<0.1%
0
0.0%
16.0
132
0.5%
1
0.6%
LARGEST VALUES
84.0
1
<0.1%
0
0.0%
72.0
4
<0.1%
0
0.0%
60.0
783
2.7%
7
4.1%
54.0
29
0.1%
0
0.0%
48.0
755
2.6%
9
5.3%
42.0
98
0.3%
1
0.6%
36.0
1,284
4.4%
15
8.9%
34.0
1
<0.1%
0
0.0%
30.0
280
1.0%
2
1.2%
28.0
1
<0.1%
0
0.0%
26.0
1
<0.1%
0
0.0%
24.0
3,041
10.5%
20
11.8%
23.0
1
<0.1%
0
0.0%
20.0
41
0.1%
0
0.0%
18.0
1,625
5.6%
8
4.7%
DAYS_DECISION
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
288.0
50
0.2%
1
0.6%
272.0
49
0.2%
0
0.0%
196.0
45
0.2%
0
0.0%
371.0
45
0.2%
0
0.0%
238.0
44
0.2%
0
0.0%
269.0
43
0.1%
0
0.0%
293.0
43
0.1%
0
0.0%
230.0
41
0.1%
0
0.0%
287.0
41
0.1%
0
0.0%
258.0
41
0.1%
0
0.0%
286.0
40
0.1%
0
0.0%
173.0
40
0.1%
0
0.0%
245.0
39
0.1%
1
0.6%
401.0
39
0.1%
0
0.0%
294.0
39
0.1%
0
0.0%
SMALLEST VALUES
2.0
16
<0.1%
0
0.0%
3.0
20
<0.1%
0
0.0%
4.0
27
<0.1%
0
0.0%
5.0
29
0.1%
1
0.6%
6.0
26
<0.1%
1
0.6%
7.0
25
<0.1%
0
0.0%
8.0
27
<0.1%
0
0.0%
9.0
19
<0.1%
0
0.0%
10.0
21
<0.1%
1
0.6%
11.0
17
<0.1%
1
0.6%
12.0
20
<0.1%
0
0.0%
13.0
23
<0.1%
0
0.0%
14.0
18
<0.1%
0
0.0%
15.0
21
<0.1%
0
0.0%
16.0
21
<0.1%
0
0.0%
LARGEST VALUES
2922.0
4
<0.1%
0
0.0%
2921.0
2
<0.1%
0
0.0%
2920.0
3
<0.1%
0
0.0%
2919.0
6
<0.1%
0
0.0%
2918.0
2
<0.1%
0
0.0%
2917.0
2
<0.1%
0
0.0%
2916.0
6
<0.1%
0
0.0%
2915.0
2
<0.1%
0
0.0%
2914.0
7
<0.1%
0
0.0%
2913.0
2
<0.1%
0
0.0%
2912.0
3
<0.1%
0
0.0%
2911.0
3
<0.1%
0
0.0%
2910.0
3
<0.1%
0
0.0%
2909.0
2
<0.1%
0
0.0%
2908.0
3
<0.1%
0
0.0%
DAYS_EMPLOYED_prev_app
MISSING:
17,009
(56%)
85
(49%)
MOST FREQUENT VALUES
419.0
13
<0.1%
0
0.0%
116.0
12
<0.1%
0
0.0%
792.0
12
<0.1%
0
0.0%
356.0
12
<0.1%
0
0.0%
603.0
12
<0.1%
0
0.0%
395.0
11
<0.1%
0
0.0%
711.0
11
<0.1%
0
0.0%
1202.0
11
<0.1%
0
0.0%
268.0
11
<0.1%
0
0.0%
146.0
11
<0.1%
0
0.0%
714.0
11
<0.1%
0
0.0%
678.0
11
<0.1%
0
0.0%
999.0
11
<0.1%
0
0.0%
379.0
11
<0.1%
0
0.0%
255.0
11
<0.1%
0
0.0%
SMALLEST VALUES
1.0
1
<0.1%
0
0.0%
4.0
2
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
17.0
1
<0.1%
0
0.0%
29.0
1
<0.1%
0
0.0%
41.0
1
<0.1%
0
0.0%
46.0
1
<0.1%
0
0.0%
49.0
2
<0.1%
0
0.0%
55.0
3
<0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
64.0
1
<0.1%
0
0.0%
65.0
1
<0.1%
0
0.0%
67.0
1
<0.1%
0
0.0%
68.0
1
<0.1%
0
0.0%
71.0
3
<0.1%
0
0.0%
LARGEST VALUES
17170.0
1
<0.1%
0
0.0%
16849.0
1
<0.1%
0
0.0%
16365.0
1
<0.1%
0
0.0%
16266.0
1
<0.1%
0
0.0%
16160.0
1
<0.1%
0
0.0%
16135.0
1
<0.1%
0
0.0%
15834.0
1
<0.1%
0
0.0%
15542.0
1
<0.1%
0
0.0%
15396.0
1
<0.1%
0
0.0%
15147.0
1
<0.1%
0
0.0%
15107.0
2
<0.1%
0
0.0%
14988.0
1
<0.1%
0
0.0%
14985.0
1
<0.1%
0
0.0%
14966.0
1
<0.1%
0
0.0%
14933.0
1
<0.1%
0
0.0%
DAYS_FIRST_DUE
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
951
3.3%
3
1.8%
430.0
38
0.1%
1
0.6%
298.0
38
0.1%
0
0.0%
416.0
38
0.1%
0
0.0%
335.0
37
0.1%
0
0.0%
319.0
36
0.1%
0
0.0%
242.0
36
0.1%
0
0.0%
420.0
36
0.1%
0
0.0%
391.0
34
0.1%
0
0.0%
384.0
34
0.1%
0
0.0%
501.0
34
0.1%
1
0.6%
296.0
33
0.1%
0
0.0%
210.0
32
0.1%
0
0.0%
397.0
32
0.1%
0
0.0%
334.0
32
0.1%
0
0.0%
SMALLEST VALUES
3.0
1
<0.1%
0
0.0%
4.0
3
<0.1%
0
0.0%
5.0
5
<0.1%
0
0.0%
6.0
3
<0.1%
0
0.0%
7.0
6
<0.1%
0
0.0%
8.0
5
<0.1%
0
0.0%
9.0
6
<0.1%
0
0.0%
10.0
6
<0.1%
0
0.0%
11.0
2
<0.1%
0
0.0%
12.0
5
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
4
<0.1%
0
0.0%
15.0
6
<0.1%
0
0.0%
16.0
7
<0.1%
0
0.0%
17.0
7
<0.1%
0
0.0%
LARGEST VALUES
365243.0
951
3.3%
3
1.8%
2891.0
2
<0.1%
0
0.0%
2890.0
2
<0.1%
0
0.0%
2889.0
2
<0.1%
0
0.0%
2888.0
1
<0.1%
0
0.0%
2887.0
1
<0.1%
0
0.0%
2886.0
1
<0.1%
0
0.0%
2885.0
5
<0.1%
0
0.0%
2884.0
2
<0.1%
0
0.0%
2883.0
4
<0.1%
0
0.0%
2882.0
1
<0.1%
0
0.0%
2881.0
5
<0.1%
0
0.0%
2880.0
1
<0.1%
0
0.0%
2879.0
2
<0.1%
0
0.0%
2878.0
4
<0.1%
0
0.0%
DAYS_ID_PUBLISH_prev_app
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4081.0
14
<0.1%
0
0.0%
4166.0
13
<0.1%
0
0.0%
4195.0
13
<0.1%
0
0.0%
4196.0
13
<0.1%
0
0.0%
4038.0
12
<0.1%
0
0.0%
4123.0
12
<0.1%
0
0.0%
4456.0
12
<0.1%
0
0.0%
4256.0
12
<0.1%
0
0.0%
4425.0
12
<0.1%
0
0.0%
4536.0
12
<0.1%
0
0.0%
4150.0
11
<0.1%
0
0.0%
4586.0
11
<0.1%
0
0.0%
4158.0
11
<0.1%
0
0.0%
4512.0
11
<0.1%
1
1.1%
4641.0
11
<0.1%
0
0.0%
SMALLEST VALUES
1.0
3
<0.1%
0
0.0%
2.0
4
<0.1%
0
0.0%
3.0
2
<0.1%
0
0.0%
4.0
4
<0.1%
0
0.0%
5.0
3
<0.1%
0
0.0%
6.0
2
<0.1%
0
0.0%
7.0
1
<0.1%
0
0.0%
8.0
4
<0.1%
0
0.0%
9.0
2
<0.1%
0
0.0%
10.0
4
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
4
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
3
<0.1%
0
0.0%
15.0
4
<0.1%
0
0.0%
LARGEST VALUES
6551.0
1
<0.1%
0
0.0%
6109.0
1
<0.1%
0
0.0%
6104.0
1
<0.1%
0
0.0%
6095.0
1
<0.1%
0
0.0%
6090.0
1
<0.1%
0
0.0%
6084.0
1
<0.1%
0
0.0%
6080.0
1
<0.1%
0
0.0%
6076.0
1
<0.1%
0
0.0%
6064.0
1
<0.1%
0
0.0%
6060.0
1
<0.1%
0
0.0%
6056.0
1
<0.1%
0
0.0%
6037.0
1
<0.1%
0
0.0%
6022.0
2
<0.1%
0
0.0%
6009.0
1
<0.1%
0
0.0%
6008.0
1
<0.1%
0
0.0%
DAYS_LAST_DUE
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
6,385
22.1%
46
27.2%
146.0
31
0.1%
0
0.0%
201.0
31
0.1%
0
0.0%
100.0
30
0.1%
0
0.0%
177.0
30
0.1%
0
0.0%
184.0
30
0.1%
0
0.0%
160.0
29
0.1%
0
0.0%
67.0
29
0.1%
0
0.0%
308.0
29
0.1%
0
0.0%
275.0
29
0.1%
0
0.0%
106.0
29
0.1%
0
0.0%
216.0
28
<0.1%
0
0.0%
87.0
28
<0.1%
2
1.2%
185.0
27
<0.1%
0
0.0%
314.0
27
<0.1%
0
0.0%
SMALLEST VALUES
3.0
18
<0.1%
0
0.0%
4.0
23
<0.1%
0
0.0%
5.0
17
<0.1%
0
0.0%
6.0
22
<0.1%
0
0.0%
7.0
18
<0.1%
0
0.0%
8.0
18
<0.1%
1
0.6%
9.0
21
<0.1%
2
1.2%
10.0
26
<0.1%
1
0.6%
11.0
22
<0.1%
0
0.0%
12.0
19
<0.1%
0
0.0%
13.0
20
<0.1%
0
0.0%
14.0
16
<0.1%
0
0.0%
15.0
21
<0.1%
0
0.0%
16.0
20
<0.1%
0
0.0%
17.0
19
<0.1%
0
0.0%
LARGEST VALUES
365243.0
6,385
22.1%
46
27.2%
2855.0
2
<0.1%
0
0.0%
2854.0
1
<0.1%
0
0.0%
2851.0
1
<0.1%
0
0.0%
2830.0
2
<0.1%
0
0.0%
2819.0
1
<0.1%
0
0.0%
2818.0
1
<0.1%
0
0.0%
2811.0
1
<0.1%
0
0.0%
2810.0
1
<0.1%
0
0.0%
2807.0
1
<0.1%
0
0.0%
2805.0
1
<0.1%
0
0.0%
2801.0
1
<0.1%
0
0.0%
2799.0
1
<0.1%
0
0.0%
2798.0
2
<0.1%
0
0.0%
2796.0
2
<0.1%
0
0.0%
DAYS_LAST_DUE_1ST_VERSION
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
2,438
8.5%
20
11.8%
2.0
60
0.2%
0
0.0%
100.0
59
0.2%
1
0.6%
1.0
58
0.2%
0
0.0%
9.0
55
0.2%
1
0.6%
31.0
54
0.2%
0
0.0%
11.0
53
0.2%
0
0.0%
10.0
53
0.2%
1
0.6%
3.0
52
0.2%
0
0.0%
37.0
51
0.2%
0
0.0%
6.0
51
0.2%
0
0.0%
78.0
50
0.2%
0
0.0%
32.0
49
0.2%
1
0.6%
67.0
48
0.2%
0
0.0%
14.0
48
0.2%
0
0.0%
SMALLEST VALUES
0.0
21
<0.1%
0
0.0%
1.0
58
0.2%
0
0.0%
2.0
60
0.2%
0
0.0%
3.0
52
0.2%
0
0.0%
4.0
40
0.1%
0
0.0%
5.0
45
0.2%
0
0.0%
6.0
51
0.2%
0
0.0%
7.0
41
0.1%
0
0.0%
8.0
45
0.2%
0
0.0%
9.0
55
0.2%
1
0.6%
10.0
53
0.2%
1
0.6%
11.0
53
0.2%
0
0.0%
12.0
45
0.2%
0
0.0%
13.0
29
0.1%
0
0.0%
14.0
48
0.2%
0
0.0%
LARGEST VALUES
365243.0
2,438
8.5%
20
11.8%
2801.0
1
<0.1%
0
0.0%
2798.0
1
<0.1%
0
0.0%
2792.0
1
<0.1%
0
0.0%
2789.0
1
<0.1%
0
0.0%
2788.0
1
<0.1%
0
0.0%
2781.0
2
<0.1%
0
0.0%
2780.0
1
<0.1%
0
0.0%
2778.0
1
<0.1%
0
0.0%
2776.0
1
<0.1%
0
0.0%
2775.0
1
<0.1%
0
0.0%
2772.0
1
<0.1%
0
0.0%
2771.0
1
<0.1%
0
0.0%
2770.0
1
<0.1%
0
0.0%
2769.0
1
<0.1%
0
0.0%
DAYS_LAST_PHONE_CHANGE_prev_app
MISSING:
15,205
(50%)
78
(45%)
MOST FREQUENT VALUES
0.0
1,840
12.0%
8
8.4%
1.0
149
1.0%
1
1.1%
2.0
117
0.8%
0
0.0%
3.0
75
0.5%
0
0.0%
4.0
51
0.3%
0
0.0%
5.0
46
0.3%
0
0.0%
6.0
33
0.2%
0
0.0%
7.0
20
0.1%
0
0.0%
350.0
19
0.1%
0
0.0%
740.0
18
0.1%
0
0.0%
476.0
17
0.1%
0
0.0%
415.0
17
0.1%
0
0.0%
688.0
16
0.1%
0
0.0%
187.0
16
0.1%
0
0.0%
316.0
16
0.1%
0
0.0%
SMALLEST VALUES
0.0
1,840
12.0%
8
8.4%
1.0
149
1.0%
1
1.1%
2.0
117
0.8%
0
0.0%
3.0
75
0.5%
0
0.0%
4.0
51
0.3%
0
0.0%
5.0
46
0.3%
0
0.0%
6.0
33
0.2%
0
0.0%
7.0
20
0.1%
0
0.0%
8.0
12
<0.1%
0
0.0%
9.0
13
<0.1%
0
0.0%
10.0
13
<0.1%
0
0.0%
11.0
8
<0.1%
0
0.0%
12.0
14
<0.1%
0
0.0%
13.0
4
<0.1%
0
0.0%
14.0
13
<0.1%
0
0.0%
LARGEST VALUES
4153.0
1
<0.1%
0
0.0%
3845.0
1
<0.1%
0
0.0%
3782.0
1
<0.1%
0
0.0%
3772.0
1
<0.1%
0
0.0%
3747.0
1
<0.1%
0
0.0%
3679.0
2
<0.1%
0
0.0%
3676.0
1
<0.1%
0
0.0%
3661.0
1
<0.1%
0
0.0%
3646.0
1
<0.1%
0
0.0%
3632.0
1
<0.1%
0
0.0%
3631.0
2
<0.1%
0
0.0%
3608.0
1
<0.1%
0
0.0%
3601.0
1
<0.1%
0
0.0%
3594.0
1
<0.1%
0
0.0%
3591.0
1
<0.1%
0
0.0%
DAYS_REGISTRATION_prev_app
MISSING:
15,204
(50%)
78
(45%)
MOST FREQUENT VALUES
4.0
9
<0.1%
0
0.0%
0.0
9
<0.1%
0
0.0%
371.0
8
<0.1%
0
0.0%
230.0
8
<0.1%
0
0.0%
80.0
8
<0.1%
0
0.0%
6635.0
7
<0.1%
0
0.0%
413.0
7
<0.1%
0
0.0%
204.0
7
<0.1%
0
0.0%
4165.0
7
<0.1%
0
0.0%
8317.0
7
<0.1%
0
0.0%
3184.0
7
<0.1%
0
0.0%
614.0
7
<0.1%
0
0.0%
83.0
6
<0.1%
0
0.0%
3703.0
6
<0.1%
0
0.0%
3171.0
6
<0.1%
0
0.0%
SMALLEST VALUES
0.0
9
<0.1%
0
0.0%
1.0
4
<0.1%
0
0.0%
2.0
5
<0.1%
0
0.0%
3.0
6
<0.1%
0
0.0%
4.0
9
<0.1%
0
0.0%
5.0
5
<0.1%
0
0.0%
6.0
3
<0.1%
0
0.0%
7.0
4
<0.1%
0
0.0%
8.0
2
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
10.0
4
<0.1%
0
0.0%
11.0
1
<0.1%
0
0.0%
12.0
2
<0.1%
0
0.0%
13.0
2
<0.1%
0
0.0%
14.0
2
<0.1%
1
1.1%
LARGEST VALUES
23738.0
1
<0.1%
0
0.0%
20447.0
1
<0.1%
0
0.0%
20096.0
1
<0.1%
0
0.0%
18928.0
1
<0.1%
0
0.0%
18006.0
1
<0.1%
0
0.0%
17379.0
1
<0.1%
0
0.0%
17276.0
1
<0.1%
0
0.0%
17258.0
1
<0.1%
0
0.0%
17114.0
1
<0.1%
0
0.0%
17103.0
1
<0.1%
0
0.0%
16988.0
1
<0.1%
0
0.0%
16970.0
1
<0.1%
0
0.0%
16778.0
1
<0.1%
0
0.0%
16643.0
1
<0.1%
0
0.0%
16544.0
1
<0.1%
0
0.0%
DAYS_TERMINATION
MISSING:
1,741
(6%)
4
(2%)
MOST FREQUENT VALUES
365243.0
6,913
24.0%
49
29.0%
303.0
34
0.1%
1
0.6%
9.0
34
0.1%
0
0.0%
177.0
33
0.1%
0
0.0%
353.0
32
0.1%
0
0.0%
228.0
32
0.1%
0
0.0%
120.0
32
0.1%
0
0.0%
289.0
32
0.1%
0
0.0%
65.0
32
0.1%
1
0.6%
169.0
31
0.1%
0
0.0%
51.0
31
0.1%
0
0.0%
15.0
30
0.1%
0
0.0%
109.0
30
0.1%
0
0.0%
92.0
30
0.1%
0
0.0%
346.0
30
0.1%
1
0.6%
SMALLEST VALUES
2.0
18
<0.1%
3
1.8%
3.0
16
<0.1%
0
0.0%
4.0
20
<0.1%
0
0.0%
5.0
24
<0.1%
1
0.6%
6.0
12
<0.1%
0
0.0%
7.0
6
<0.1%
0
0.0%
8.0
27
<0.1%
0
0.0%
9.0
34
0.1%
0
0.0%
10.0
12
<0.1%
0
0.0%
11.0
13
<0.1%
0
0.0%
12.0
11
<0.1%
0
0.0%
13.0
17
<0.1%
0
0.0%
14.0
12
<0.1%
0
0.0%
15.0
30
0.1%
0
0.0%
16.0
30
0.1%
0
0.0%
LARGEST VALUES
365243.0
6,913
24.0%
49
29.0%
2852.0
1
<0.1%
0
0.0%
2811.0
1
<0.1%
0
0.0%
2803.0
1
<0.1%
0
0.0%
2796.0
1
<0.1%
0
0.0%
2792.0
1
<0.1%
0
0.0%
2775.0
1
<0.1%
0
0.0%
2773.0
1
<0.1%
0
0.0%
2744.0
1
<0.1%
0
0.0%
2742.0
1
<0.1%
0
0.0%
2732.0
2
<0.1%
0
0.0%
2730.0
1
<0.1%
0
0.0%
2725.0
1
<0.1%
0
0.0%
2724.0
2
<0.1%
0
0.0%
2723.0
1
<0.1%
0
0.0%
HOUR_APPR_PROCESS_START_prev_app
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
11.0
3,309
11.4%
26
15.4%
12.0
3,218
11.1%
20
11.8%
10.0
2,994
10.3%
25
14.8%
13.0
2,979
10.3%
11
6.5%
14.0
2,815
9.7%
11
6.5%
15.0
2,530
8.7%
9
5.3%
16.0
2,239
7.7%
12
7.1%
9.0
1,971
6.8%
16
9.5%
17.0
1,773
6.1%
4
2.4%
18.0
1,219
4.2%
7
4.1%
8.0
1,166
4.0%
5
3.0%
7.0
705
2.4%
8
4.7%
19.0
697
2.4%
2
1.2%
6.0
428
1.5%
5
3.0%
20.0
287
1.0%
0
0.0%
SMALLEST VALUES
0.0
2
<0.1%
0
0.0%
1.0
6
<0.1%
0
0.0%
2.0
12
<0.1%
0
0.0%
3.0
84
0.3%
1
0.6%
4.0
180
0.6%
2
1.2%
5.0
252
0.9%
5
3.0%
6.0
428
1.5%
5
3.0%
7.0
705
2.4%
8
4.7%
8.0
1,166
4.0%
5
3.0%
9.0
1,971
6.8%
16
9.5%
10.0
2,994
10.3%
25
14.8%
11.0
3,309
11.4%
26
15.4%
12.0
3,218
11.1%
20
11.8%
13.0
2,979
10.3%
11
6.5%
14.0
2,815
9.7%
11
6.5%
LARGEST VALUES
23.0
5
<0.1%
0
0.0%
22.0
14
<0.1%
0
0.0%
21.0
79
0.3%
0
0.0%
20.0
287
1.0%
0
0.0%
19.0
697
2.4%
2
1.2%
18.0
1,219
4.2%
7
4.1%
17.0
1,773
6.1%
4
2.4%
16.0
2,239
7.7%
12
7.1%
15.0
2,530
8.7%
9
5.3%
14.0
2,815
9.7%
11
6.5%
13.0
2,979
10.3%
11
6.5%
12.0
3,218
11.1%
20
11.8%
11.0
3,309
11.4%
26
15.4%
10.0
2,994
10.3%
25
14.8%
9.0
1,971
6.8%
16
9.5%
NFLAG_INSURED_ON_APPROVAL
MISSING:
1,741
(6%)
4
(2%)
TOP CATEGORIES
0.0
20,663
72%
119
70%
1.0
8,175
28%
50
30%
ALL
28,838
100%
169
100%
RATE_DOWN_PAYMENT
MISSING:
3,377
(11%)
18
(10%)
MOST FREQUENT VALUES
0.0
12,680
46.6%
89
57.4%
0.1089090909090909
1,304
4.8%
3
1.9%
0.2178181818181818
249
0.9%
1
0.6%
0.3267272727272727
38
0.1%
0
0.0%
0.5445454545454544
30
0.1%
0
0.0%
0.4356363636363636
21
<0.1%
0
0.0%
0.1000083479422322
16
<0.1%
0
0.0%
0.0994603569946035
12
<0.1%
0
0.0%
0.1
11
<0.1%
0
0.0%
0.1013781431334622
10
<0.1%
0
0.0%
0.109018109018109
9
<0.1%
0
0.0%
0.1042691152791679
9
<0.1%
0
0.0%
0.1039704925146453
8
<0.1%
0
0.0%
0.1013833284509975
8
<0.1%
0
0.0%
0.1013816147895253
8
<0.1%
0
0.0%
SMALLEST VALUES
0.0
12,680
46.6%
89
57.4%
8.624235714903788e-07
1
<0.1%
0
0.0%
9.620935927538124e-07
1
<0.1%
0
0.0%
1.0238694041755237e-06
1
<0.1%
0
0.0%
2.263351744320602e-06
1
<0.1%
0
0.0%
2.3850046515553987e-06
1
<0.1%
0
0.0%
2.5087699624427912e-06
1
<0.1%
0
0.0%
2.8556506724008497e-06
1
<0.1%
0
0.0%
3.045675471329718e-06
1
<0.1%
0
0.0%
3.0470625336531263e-06
1
<0.1%
0
0.0%
3.1460937359607997e-06
1
<0.1%
0
0.0%
3.42641964030602e-06
1
<0.1%
0
0.0%
3.4428476277448303e-06
1
<0.1%
0
0.0%
3.5364763824582114e-06
1
<0.1%
0
0.0%
3.644057322218112e-06
1
<0.1%
0
0.0%
LARGEST VALUES
0.9077648752581028
1
<0.1%
0
0.0%
0.8860518034840853
1
<0.1%
0
0.0%
0.8603265217659885
1
<0.1%
0
0.0%
0.8585321107492088
1
<0.1%
0
0.0%
0.8134116965285796
1
<0.1%
0
0.0%
0.7823179597913815
1
<0.1%
0
0.0%
0.7810396732565049
1
<0.1%
0
0.0%
0.7808395002306316
1
<0.1%
0
0.0%
0.7720763569338643
1
<0.1%
0
0.0%
0.7679870078992541
1
<0.1%
0
0.0%
0.7648604221093724
1
<0.1%
0
0.0%
0.7630083446259183
1
<0.1%
0
0.0%
0.7577564769835768
1
<0.1%
0
0.0%
0.7561660990161007
1
<0.1%
0
0.0%
0.7529796277527674
1
<0.1%
0
0.0%
SELLERPLACE_AREA
MISSING:
1,615
(5%)
4
(2%)
MOST FREQUENT VALUES
1.0
9,668
33.4%
60
35.5%
50.0
866
3.0%
6
3.6%
20.0
802
2.8%
7
4.1%
30.0
785
2.7%
3
1.8%
0.0
733
2.5%
2
1.2%
100.0
721
2.5%
3
1.8%
40.0
533
1.8%
4
2.4%
15.0
422
1.5%
4
2.4%
25.0
399
1.4%
2
1.2%
150.0
360
1.2%
1
0.6%
200.0
350
1.2%
0
0.0%
5.0
316
1.1%
2
1.2%
10.0
310
1.1%
3
1.8%
1000.0
285
1.0%
0
0.0%
35.0
261
0.9%
1
0.6%
SMALLEST VALUES
0.0
733
2.5%
2
1.2%
1.0
9,668
33.4%
60
35.5%
2.0
87
0.3%
2
1.2%
3.0
95
0.3%
1
0.6%
4.0
195
0.7%
6
3.6%
5.0
316
1.1%
2
1.2%
6.0
129
0.4%
2
1.2%
7.0
31
0.1%
1
0.6%
8.0
42
0.1%
2
1.2%
9.0
36
0.1%
1
0.6%
10.0
310
1.1%
3
1.8%
11.0
34
0.1%
1
0.6%
12.0
85
0.3%
0
0.0%
13.0
38
0.1%
0
0.0%
14.0
51
0.2%
0
0.0%
LARGEST VALUES
4000000.0
1
<0.1%
0
0.0%
250000.0
1
<0.1%
0
0.0%
74625.0
9
<0.1%
0
0.0%
30200.0
9
<0.1%
1
0.6%
30180.0
7
<0.1%
0
0.0%
16660.0
1
<0.1%
0
0.0%
16000.0
1
<0.1%
0
0.0%
15000.0
1
<0.1%
0
0.0%
12102.0
1
<0.1%
0
0.0%
12000.0
8
<0.1%
0
0.0%
11666.0
2
<0.1%
0
0.0%
10964.0
1
<0.1%
0
0.0%
10200.0
1
<0.1%
0
0.0%
10000.0
11
<0.1%
0
0.0%
8636.0
1
<0.1%
0
0.0%
NAME_CONTRACT_TYPE
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
Consumer loans
16,784
58%
76
45%
Cash loans
9,294
32%
66
39%
Revolving loans
2,885
10%
27
16%
XNA
1
<1%
0
0%
ALL
28,964
100%
169
100%
WEEKDAY_APPR_PROCESS_START_prev_app
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
SATURDAY
4,477
15%
20
12%
MONDAY
4,305
15%
23
14%
FRIDAY
4,260
15%
25
15%
WEDNESDAY
4,259
15%
29
17%
THURSDAY
4,232
15%
40
24%
TUESDAY
4,229
15%
13
8%
SUNDAY
3,202
11%
19
11%
ALL
28,964
100%
169
100%
NAME_CASH_LOAN_PURPOSE
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
XAP
19,670
68%
103
61%
XNA
8,320
29%
52
31%
Repairs
319
1%
5
3%
Other
225
<1%
1
<1%
Urgent needs
123
<1%
2
1%
Building a house or an annex
40
<1%
1
<1%
Everyday expenses
34
<1%
0
0%
Medicine
32
<1%
2
1%
Buying a used car
30
<1%
0
0%
Journey
22
<1%
1
<1%
Education
21
<1%
0
0%
Wedding / gift / holiday
20
<1%
0
0%
Car repairs
19
<1%
0
0%
Furniture
19
<1%
0
0%
Purchase of electronic equipment
17
<1%
1
<1%
Buying a new car
15
<1%
0
0%
Payments on other loans
13
<1%
0
0%
(Other)
25
<1%
ALL
28,964
100%
169
100%
NAME_CONTRACT_STATUS
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
Approved
21,369
74%
93
55%
Canceled
3,872
13%
22
13%
Refused
3,251
11%
52
31%
Unused offer
472
2%
2
1%
ALL
28,964
100%
169
100%
NAME_PAYMENT_TYPE
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
Cash through the bank
19,557
68%
98
58%
XNA
9,206
32%
70
41%
Non-cash from your account
191
<1%
1
<1%
Cashless from the account of the employer
10
<1%
0
0%
ALL
28,964
100%
169
100%
CODE_REJECT_REASON
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
XAP
25,241
87%
115
68%
HC
1,775
6%
27
16%
LIMIT
728
3%
8
5%
SCO
476
2%
7
4%
CLIENT
472
2%
2
1%
SCOFR
156
<1%
9
5%
XNA
59
<1%
0
0%
VERIF
46
<1%
1
<1%
SYSTEM
11
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_TYPE_SUITE_prev_app
MISSING:
6,157
(20%)
33
(19%)
TOP CATEGORIES
Unaccompanied
13,844
57%
93
66%
Family
6,587
27%
22
16%
Spouse, partner
2,123
9%
16
11%
Children
984
4%
4
3%
Other_B
553
2%
3
2%
Other_A
264
1%
1
<1%
Group of people
67
<1%
1
<1%
ALL
24,422
100%
140
100%
NAME_CLIENT_TYPE
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
Repeater
15,891
55%
90
53%
New
10,173
35%
71
42%
Refreshed
2,870
10%
8
5%
XNA
30
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_GOODS_CATEGORY
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
XNA
12,319
43%
94
56%
Mobile
5,002
17%
30
18%
Consumer Electronics
2,784
10%
15
9%
Computers
2,467
9%
9
5%
Audio/Video
2,227
8%
11
7%
Furniture
1,363
5%
4
2%
Clothing and Accessories
633
2%
0
0%
Construction Materials
628
2%
2
1%
Photo / Cinema Equipment
536
2%
4
2%
Auto Accessories
165
<1%
0
0%
Homewares
133
<1%
0
0%
Medical Supplies
130
<1%
0
0%
Jewelry
127
<1%
0
0%
Vehicles
101
<1%
0
0%
Sport and Leisure
72
<1%
0
0%
Gardening
60
<1%
0
0%
Medicine
57
<1%
0
0%
(Other)
160
<1%
ALL
28,964
100%
169
100%
NAME_PORTFOLIO
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
POS
16,150
56%
71
42%
Cash
5,939
21%
44
26%
XNA
4,603
16%
35
21%
Cards
2,262
8%
19
11%
Cars
10
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_PRODUCT_TYPE
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
XNA
20,763
72%
106
63%
x-sell
5,924
20%
24
14%
walk-in
2,277
8%
39
23%
ALL
28,964
100%
169
100%
CHANNEL_TYPE
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
Country-wide
10,552
36%
56
33%
Credit and cash offices
8,662
30%
51
30%
Stone
5,118
18%
19
11%
Regional / Local
2,496
9%
14
8%
Contact center
1,148
4%
10
6%
AP+ (Cash loan)
870
3%
18
11%
Channel of corporate sales
107
<1%
1
<1%
Car dealer
11
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_SELLER_INDUSTRY
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
XNA
10,793
37%
79
47%
Consumer electronics
8,538
29%
37
22%
Connectivity
6,078
21%
48
28%
Furniture
1,473
5%
4
2%
Construction
758
3%
1
<1%
Clothing
614
2%
0
0%
Industry
504
2%
0
0%
Auto technology
121
<1%
0
0%
Jewelry
55
<1%
0
0%
MLM partners
20
<1%
0
0%
Tourism
10
<1%
0
0%
ALL
28,964
100%
169
100%
NAME_YIELD_GROUP
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
middle
7,184
25%
26
15%
XNA
6,865
24%
54
32%
high
6,800
23%
57
34%
low_normal
6,121
21%
25
15%
low_action
1,994
7%
7
4%
ALL
28,964
100%
169
100%
PRODUCT_COMBINATION
MISSING:
1,615
(5%)
4
(2%)
TOP CATEGORIES
POS household with interest
5,808
20%
26
15%
POS mobile with interest
4,885
17%
36
21%
Cash
3,355
12%
22
13%
POS industry with interest
2,528
9%
4
2%
POS household without interest
1,964
7%
8
5%
Cash X-Sell: middle
1,777
6%
8
5%
Card Street
1,736
6%
23
14%
Cash X-Sell: low
1,552
5%
4
2%
Card X-Sell
1,150
4%
4
2%
Cash Street: high
902
3%
15
9%
Cash X-Sell: high
825
3%
7
4%
POS mobile without interest
619
2%
1
<1%
POS other with interest
583
2%
0
0%
Cash Street: middle
497
2%
3
2%
Cash Street: low
386
1%
7
4%
POS industry without interest
328
1%
0
0%
POS others without interest
69
<1%
1
<1%
ALL
28,964
100%
169
100%
payment_ratio_min_all
MISSING:
1,568
(5%)
6
(3%)
MOST FREQUENT VALUES
1.0
16,797
57.9%
57
34.1%
0.5
483
1.7%
3
1.8%
0.6666666666666666
354
1.2%
7
4.2%
0.75
279
1.0%
4
2.4%
0.8
202
0.7%
1
0.6%
0.8333333333333334
160
0.6%
3
1.8%
0.6666666666666667
126
0.4%
1
0.6%
0.7999999999999999
122
0.4%
2
1.2%
0.875
116
0.4%
1
0.6%
0.9
108
0.4%
0
0.0%
0.8571428571428571
97
0.3%
1
0.6%
0.8333333333333333
91
0.3%
1
0.6%
0.7142857142857143
81
0.3%
1
0.6%
0.8888888888888888
78
0.3%
1
0.6%
0.6
69
0.2%
0
0.0%
SMALLEST VALUES
1.3857132959190743e-06
1
<0.1%
0
0.0%
1.510247786354307e-06
1
<0.1%
0
0.0%
2.741694037912145e-06
1
<0.1%
0
0.0%
3.2360993353051966e-06
1
<0.1%
0
0.0%
3.3068673714703324e-06
1
<0.1%
0
0.0%
5.1421482609897356e-06
1
<0.1%
0
0.0%
6.1500236775911585e-06
1
<0.1%
0
0.0%
6.991703178894379e-06
1
<0.1%
0
0.0%
7.570997024598169e-06
1
<0.1%
0
0.0%
7.75701913268769e-06
1
<0.1%
0
0.0%
8.428576244900712e-06
1
<0.1%
0
0.0%
8.78726900466604e-06
1
<0.1%
0
0.0%
9.1441111923921e-06
1
<0.1%
0
0.0%
1.0229885998150436e-05
1
<0.1%
0
0.0%
1.0704256845074912e-05
1
<0.1%
0
0.0%
LARGEST VALUES
1.9688215308247239
1
<0.1%
0
0.0%
1.935056103366202
1
<0.1%
0
0.0%
1.9165339983704022
1
<0.1%
0
0.0%
1.8958667317209172
1
<0.1%
0
0.0%
1.8782905998238935
1
<0.1%
0
0.0%
1.8464191238998726
1
<0.1%
0
0.0%
1.8416692436680617
1
<0.1%
0
0.0%
1.8345818280060384
1
<0.1%
0
0.0%
1.7854048735943215
1
<0.1%
0
0.0%
1.7673527530053832
1
<0.1%
0
0.0%
1.754129200156859
1
<0.1%
0
0.0%
1.7536705218071105
1
<0.1%
0
0.0%
1.7507653701026928
1
<0.1%
0
0.0%
1.7405060231177878
1
<0.1%
0
0.0%
1.7399693038330348
1
<0.1%
0
0.0%
payment_ratio_max_all
MISSING:
1,568
(5%)
6
(3%)
MOST FREQUENT VALUES
1.0
25,227
87.0%
151
90.4%
2.0
528
1.8%
3
1.8%
1.9999999999999998
20
<0.1%
0
0.0%
2.0000000000000004
17
<0.1%
0
0.0%
1.9999999999999996
8
<0.1%
0
0.0%
8.21186614658181
2
<0.1%
0
0.0%
0.8461538461538461
2
<0.1%
0
0.0%
1.114395624626326
2
<0.1%
0
0.0%
0.8750000000000001
2
<0.1%
0
0.0%
7.121542666566363
2
<0.1%
0
0.0%
3.944845795977835
2
<0.1%
0
0.0%
3.4607006545884156
2
<0.1%
0
0.0%
7.030461819319474
1
<0.1%
0
0.0%
1.6320582452316077
1
<0.1%
0
0.0%
2.2307385511201447
1
<0.1%
0
0.0%
SMALLEST VALUES
0.5744142169832666
1
<0.1%
0
0.0%
0.6249704918032787
1
<0.1%
0
0.0%
0.6644595010019338
1
<0.1%
0
0.0%
0.6655499592832986
1
<0.1%
0
0.0%
0.6657974432651795
1
<0.1%
0
0.0%
0.6662733599255651
1
<0.1%
0
0.0%
0.6664427878632087
1
<0.1%
0
0.0%
0.6666630871458212
1
<0.1%
0
0.0%
0.6666666666666666
1
<0.1%
0
0.0%
0.7222222222222222
1
<0.1%
0
0.0%
0.7272470521608557
1
<0.1%
0
0.0%
0.7273312763248113
1
<0.1%
0
0.0%
0.7425081515878151
1
<0.1%
0
0.0%
0.7496742428249278
1
<0.1%
0
0.0%
0.7686801552407394
1
<0.1%
0
0.0%
LARGEST VALUES
186833.3333333333
1
<0.1%
0
0.0%
8549.180327868851
1
<0.1%
0
0.0%
6729.504672897196
1
<0.1%
0
0.0%
5183.333333333333
1
<0.1%
0
0.0%
1189.7810218978102
1
<0.1%
0
0.0%
565.3862753560638
1
<0.1%
0
0.0%
323.0755555555555
1
<0.1%
0
0.0%
297.6735950731332
1
<0.1%
0
0.0%
92.79881217520415
1
<0.1%
0
0.0%
90.42954031650339
1
<0.1%
0
0.0%
85.67931456548348
1
<0.1%
0
0.0%
69.57736920039486
1
<0.1%
0
0.0%
50.80440304826418
1
<0.1%
0
0.0%
34.84676866722318
1
<0.1%
0
0.0%
32.549611032148164
1
<0.1%
0
0.0%
payment_ratio_mean_all
MISSING:
1,568
(5%)
6
(3%)
MOST FREQUENT VALUES
1.0
14,814
51.1%
51
30.5%
0.9458231478703288
2
<0.1%
0
0.0%
0.9914557576794323
2
<0.1%
0
0.0%
0.918121850030334
1
<0.1%
0
0.0%
0.9741870185793406
1
<0.1%
0
0.0%
0.8495798378249506
1
<0.1%
0
0.0%
0.9474659076287699
1
<0.1%
0
0.0%
0.9944333186738709
1
<0.1%
0
0.0%
0.9966804560596033
1
<0.1%
0
0.0%
0.9162213624758134
1
<0.1%
0
0.0%
0.9716348110719911
1
<0.1%
0
0.0%
0.9853590903434805
1
<0.1%
0
0.0%
0.9862176211920882
1
<0.1%
0
0.0%
0.9901072270772359
1
<0.1%
0
0.0%
0.9689809519008058
1
<0.1%
0
0.0%
SMALLEST VALUES
0.42239298094771477
1
<0.1%
0
0.0%
0.4777159959045574
1
<0.1%
0
0.0%
0.4844599177525818
1
<0.1%
0
0.0%
0.48492785261561727
1
<0.1%
0
0.0%
0.4874080009748097
1
<0.1%
0
0.0%
0.4886692211410275
1
<0.1%
0
0.0%
0.5009390543683433
1
<0.1%
0
0.0%
0.5029156850688921
1
<0.1%
0
0.0%
0.5035379001511108
1
<0.1%
0
0.0%
0.5038561342556683
1
<0.1%
0
0.0%
0.5066997749884473
1
<0.1%
0
0.0%
0.5093989254494522
1
<0.1%
0
0.0%
0.5107490404222133
1
<0.1%
0
0.0%
0.5139030817109544
1
<0.1%
0
0.0%
0.5196278213832177
1
<0.1%
0
0.0%
LARGEST VALUES
2596.1421388012477
1
<0.1%
0
0.0%
147.6045216266102
1
<0.1%
0
0.0%
80.176004905477
1
<0.1%
0
0.0%
72.03084306273607
1
<0.1%
0
0.0%
29.3539286961038
1
<0.1%
0
0.0%
17.278032640350347
1
<0.1%
0
0.0%
6.7075405735855185
1
<0.1%
0
0.0%
4.992509418833562
1
<0.1%
0
0.0%
4.875333028149334
1
<0.1%
0
0.0%
4.170158590393644
1
<0.1%
0
0.0%
3.876687391528493
1
<0.1%
0
0.0%
3.783859431314614
1
<0.1%
0
0.0%
3.6053544471065186
1
<0.1%
0
0.0%
3.4375011913140456
1
<0.1%
0
0.0%
3.1242135002535307
1
<0.1%
0
0.0%
DAYS_PAST_DUE_min_all
MISSING:
1,567
(5%)
6
(3%)
MOST FREQUENT VALUES
0.0
4,477
15.4%
16
9.6%
-1.0
1,559
5.4%
7
4.2%
1.0
1,399
4.8%
3
1.8%
-2.0
1,289
4.4%
5
3.0%
-3.0
1,084
3.7%
3
1.8%
-4.0
1,055
3.6%
8
4.8%
2.0
1,006
3.5%
5
3.0%
-5.0
950
3.3%
13
7.8%
-6.0
832
2.9%
8
4.8%
3.0
826
2.8%
5
3.0%
4.0
716
2.5%
1
0.6%
-7.0
655
2.3%
8
4.8%
6.0
633
2.2%
1
0.6%
5.0
612
2.1%
0
0.0%
9.0
574
2.0%
2
1.2%
SMALLEST VALUES
-2882.0
1
<0.1%
0
0.0%
-2871.0
1
<0.1%
0
0.0%
-2780.0
1
<0.1%
0
0.0%
-2545.0
1
<0.1%
0
0.0%
-2540.0
1
<0.1%
0
0.0%
-2442.0
1
<0.1%
0
0.0%
-2356.0
1
<0.1%
0
0.0%
-2353.0
1
<0.1%
0
0.0%
-2306.0
1
<0.1%
0
0.0%
-2229.0
1
<0.1%
0
0.0%
-2225.0
1
<0.1%
0
0.0%
-2189.0
1
<0.1%
0
0.0%
-2125.0
1
<0.1%
0
0.0%
-2116.0
1
<0.1%
0
0.0%
-2048.0
1
<0.1%
0
0.0%
LARGEST VALUES
30.0
19
<0.1%
0
0.0%
29.0
13
<0.1%
0
0.0%
28.0
7
<0.1%
0
0.0%
27.0
9
<0.1%
0
0.0%
26.0
21
<0.1%
0
0.0%
25.0
22
<0.1%
0
0.0%
24.0
24
<0.1%
0
0.0%
23.0
26
<0.1%
0
0.0%
22.0
52
0.2%
0
0.0%
21.0
60
0.2%
0
0.0%
20.0
57
0.2%
0
0.0%
19.0
74
0.3%
0
0.0%
18.0
91
0.3%
0
0.0%
17.0
102
0.4%
1
0.6%
16.0
131
0.5%
0
0.0%
DAYS_PAST_DUE_max_all
MISSING:
1,567
(5%)
6
(3%)
MOST FREQUENT VALUES
30.0
2,198
7.6%
9
5.4%
29.0
1,122
3.9%
8
4.8%
31.0
1,025
3.5%
12
7.2%
32.0
960
3.3%
12
7.2%
19.0
844
2.9%
6
3.6%
33.0
786
2.7%
7
4.2%
34.0
747
2.6%
6
3.6%
36.0
651
2.2%
6
3.6%
35.0
615
2.1%
2
1.2%
37.0
613
2.1%
5
3.0%
38.0
588
2.0%
4
2.4%
17.0
565
1.9%
7
4.2%
21.0
559
1.9%
3
1.8%
18.0
558
1.9%
3
1.8%
20.0
557
1.9%
3
1.8%
SMALLEST VALUES
-25.0
1
<0.1%
0
0.0%
-15.0
1
<0.1%
0
0.0%
-13.0
1
<0.1%
0
0.0%
-5.0
2
<0.1%
0
0.0%
-4.0
1
<0.1%
0
0.0%
-2.0
3
<0.1%
0
0.0%
-1.0
3
<0.1%
0
0.0%
0.0
71
0.2%
0
0.0%
1.0
13
<0.1%
0
0.0%
2.0
20
<0.1%
0
0.0%
3.0
38
0.1%
1
0.6%
4.0
60
0.2%
2
1.2%
5.0
63
0.2%
1
0.6%
6.0
93
0.3%
0
0.0%
7.0
105
0.4%
2
1.2%
LARGEST VALUES
3189.0
1
<0.1%
0
0.0%
1013.0
1
<0.1%
0
0.0%
723.0
1
<0.1%
0
0.0%
519.0
1
<0.1%
0
0.0%
515.0
1
<0.1%
0
0.0%
489.0
1
<0.1%
0
0.0%
449.0
1
<0.1%
0
0.0%
396.0
1
<0.1%
0
0.0%
392.0
1
<0.1%
0
0.0%
383.0
1
<0.1%
0
0.0%
368.0
1
<0.1%
0
0.0%
359.0
1
<0.1%
0
0.0%
338.0
1
<0.1%
0
0.0%
337.0
1
<0.1%
0
0.0%
334.0
1
<0.1%
0
0.0%
DAYS_PAST_DUE_mean_all
MISSING:
1,567
(5%)
6
(3%)
MOST FREQUENT VALUES
11.0
115
0.4%
0
0.0%
9.0
113
0.4%
2
1.2%
10.0
106
0.4%
0
0.0%
12.0
102
0.4%
0
0.0%
7.0
98
0.3%
0
0.0%
6.0
88
0.3%
1
0.6%
8.0
87
0.3%
0
0.0%
13.0
83
0.3%
2
1.2%
14.0
76
0.3%
0
0.0%
15.0
71
0.2%
1
0.6%
5.0
70
0.2%
0
0.0%
7.5
63
0.2%
1
0.6%
10.5
63
0.2%
1
0.6%
0.0
59
0.2%
0
0.0%
8.5
59
0.2%
0
0.0%
SMALLEST VALUES
-1378.5
1
<0.1%
0
0.0%
-950.0
1
<0.1%
0
0.0%
-945.3333333333334
1
<0.1%
0
0.0%
-282.4
1
<0.1%
0
0.0%
-210.6
1
<0.1%
0
0.0%
-194.0
1
<0.1%
0
0.0%
-179.9142857142857
1
<0.1%
0
0.0%
-176.66666666666666
1
<0.1%
0
0.0%
-174.0
1
<0.1%
0
0.0%
-157.88888888888889
1
<0.1%
0
0.0%
-155.40425531914894
1
<0.1%
0
0.0%
-152.8
1
<0.1%
0
0.0%
-141.71428571428572
1
<0.1%
0
0.0%
-140.0
1
<0.1%
0
0.0%
-134.53846153846155
1
<0.1%
0
0.0%
LARGEST VALUES
156.375
1
<0.1%
0
0.0%
138.06666666666666
1
<0.1%
0
0.0%
133.64705882352942
1
<0.1%
0
0.0%
133.23809523809524
1
<0.1%
0
0.0%
122.85714285714286
1
<0.1%
0
0.0%
110.71428571428571
1
<0.1%
0
0.0%
105.65573770491804
1
<0.1%
0
0.0%
105.0
1
<0.1%
0
0.0%
97.75757575757575
1
<0.1%
0
0.0%
96.5
1
<0.1%
0
0.0%
96.16666666666667
1
<0.1%
0
0.0%
95.0
1
<0.1%
0
0.0%
93.44444444444444
1
<0.1%
0
0.0%
92.46666666666667
1
<0.1%
0
0.0%
92.46153846153847
1
<0.1%
0
0.0%
payment_ratio_min_first_five
MISSING:
1,660
(5%)
6
(3%)
MOST FREQUENT VALUES
1.0
22,016
76.1%
93
55.7%
0.5
464
1.6%
3
1.8%
0.6666666666666666
354
1.2%
8
4.8%
0.8333333333333334
303
1.0%
4
2.4%
0.75
252
0.9%
5
3.0%
0.8
243
0.8%
2
1.2%
0.8333333333333333
197
0.7%
2
1.2%
0.7142857142857143
179
0.6%
5
3.0%
0.7999999999999999
132
0.5%
2
1.2%
0.6666666666666667
124
0.4%
1
0.6%
0.625
93
0.3%
0
0.0%
0.7142857142857142
74
0.3%
0
0.0%
0.8333333333333335
52
0.2%
0
0.0%
0.6
51
0.2%
0
0.0%
0.7500000000000001
32
0.1%
0
0.0%
SMALLEST VALUES
1.3857132959190743e-06
1
<0.1%
0
0.0%
1.510247786354307e-06
1
<0.1%
0
0.0%
2.741694037912145e-06
1
<0.1%
0
0.0%
3.2360993353051966e-06
1
<0.1%
0
0.0%
3.3068673714703324e-06
1
<0.1%
0
0.0%
5.1421482609897356e-06
1
<0.1%
0
0.0%
6.1500236775911585e-06
1
<0.1%
0
0.0%
6.991703178894379e-06
1
<0.1%
0
0.0%
7.570997024598169e-06
1
<0.1%
0
0.0%
7.75701913268769e-06
1
<0.1%
0
0.0%
8.428576244900712e-06
1
<0.1%
0
0.0%
8.78726900466604e-06
1
<0.1%
0
0.0%
9.1441111923921e-06
1
<0.1%
0
0.0%
1.0229885998150436e-05
1
<0.1%
0
0.0%
1.0704256845074912e-05
1
<0.1%
0
0.0%
LARGEST VALUES
1.9942901232522037
1
<0.1%
0
0.0%
1.9811495102568841
1
<0.1%
0
0.0%
1.9688215308247239
1
<0.1%
0
0.0%
1.9664382358109296
1
<0.1%
0
0.0%
1.928790169121833
1
<0.1%
0
0.0%
1.9223638490450512
1
<0.1%
0
0.0%
1.9165339983704022
1
<0.1%
0
0.0%
1.9133998312767833
1
<0.1%
0
0.0%
1.9056350879258466
1
<0.1%
0
0.0%
1.8958667317209172
1
<0.1%
0
0.0%
1.892476577645357
1
<0.1%
0
0.0%
1.8799599352800678
1
<0.1%
0
0.0%
1.8798059030870335
1
<0.1%
0
0.0%
1.8464191238998726
1
<0.1%
0
0.0%
1.8459670628634417
1
<0.1%
0
0.0%
payment_ratio_mean_first_five
MISSING:
1,660
(5%)
6
(3%)
MOST FREQUENT VALUES
1.0
20,092
69.5%
86
51.5%
0.8970238095238096
2
<0.1%
0
0.0%
0.7353741496598639
2
<0.1%
0
0.0%
0.9125213267437637
1
<0.1%
0
0.0%
0.9933471814940577
1
<0.1%
0
0.0%
0.9858774038461539
1
<0.1%
0
0.0%
0.5919439822518026
1
<0.1%
0
0.0%
0.6670492612500343
1
<0.1%
0
0.0%
0.9048780543903526
1
<0.1%
0
0.0%
0.9665812282561795
1
<0.1%
0
0.0%
0.9770823290349362
1
<0.1%
0
0.0%
0.9559203000695661
1
<0.1%
0
0.0%
0.9627445037671848
1
<0.1%
0
0.0%
0.9903049274605862
1
<0.1%
0
0.0%
0.9410782417933514
1
<0.1%
0
0.0%
SMALLEST VALUES
0.3698762754943979
1
<0.1%
0
0.0%
0.40067566151406453
1
<0.1%
0
0.0%
0.42897505655318857
1
<0.1%
0
0.0%
0.42976985211628627
1
<0.1%
0
0.0%
0.43030396744813865
1
<0.1%
0
0.0%
0.45379439972123176
1
<0.1%
0
0.0%
0.4619041709493312
1
<0.1%
0
0.0%
0.46542883742446584
1
<0.1%
0
0.0%
0.469353654740695
1
<0.1%
0
0.0%
0.4734755467482791
1
<0.1%
0
0.0%
0.47353011084566443
1
<0.1%
0
0.0%
0.47603618810430604
1
<0.1%
0
0.0%
0.48936530777259996
1
<0.1%
0
0.0%
0.48942054409641234
1
<0.1%
0
0.0%
0.5050152783251675
1
<0.1%
0
0.0%
LARGEST VALUES
4672.1411238803075
1
<0.1%
0
0.0%
535.4039848182958
1
<0.1%
0
0.0%
325.0385617396025
1
<0.1%
0
0.0%
270.5902653286135
1
<0.1%
0
0.0%
48.63460020945438
1
<0.1%
0
0.0%
26.77513897787747
1
<0.1%
0
0.0%
13.013405290291356
1
<0.1%
0
0.0%
9.33839688498149
1
<0.1%
0
0.0%
8.50529386896211
1
<0.1%
0
0.0%
7.1356580598732675
1
<0.1%
0
0.0%
6.7075405735855185
1
<0.1%
0
0.0%
5.961625809960015
1
<0.1%
0
0.0%
5.700221699767191
1
<0.1%
0
0.0%
4.43139362302823
1
<0.1%
0
0.0%
4.22768058872894
1
<0.1%
0
0.0%
DAYS_PAST_DUE_min_first_five
MISSING:
1,659
(5%)
6
(3%)
MOST FREQUENT VALUES
0.0
5,932
20.5%
31
18.6%
-1.0
1,609
5.6%
10
6.0%
1.0
1,546
5.3%
3
1.8%
2.0
1,252
4.3%
3
1.8%
-2.0
1,133
3.9%
9
5.4%
3.0
1,067
3.7%
4
2.4%
4.0
958
3.3%
1
0.6%
9.0
883
3.1%
5
3.0%
-3.0
864
3.0%
6
3.6%
8.0
811
2.8%
3
1.8%
6.0
811
2.8%
4
2.4%
5.0
803
2.8%
2
1.2%
10.0
799
2.8%
2
1.2%
7.0
783
2.7%
2
1.2%
-4.0
687
2.4%
7
4.2%
SMALLEST VALUES
-1453.0
1
<0.1%
0
0.0%
-1450.0
1
<0.1%
0
0.0%
-1429.0
1
<0.1%
0
0.0%
-1357.0
1
<0.1%
0
0.0%
-1167.0
1
<0.1%
0
0.0%
-1126.0
1
<0.1%
0
0.0%
-874.0
1
<0.1%
0
0.0%
-844.0
1
<0.1%
0
0.0%
-828.0
1
<0.1%
0
0.0%
-814.0
1
<0.1%
0
0.0%
-794.0
1
<0.1%
0
0.0%
-694.0
1
<0.1%
0
0.0%
-575.0
1
<0.1%
0
0.0%
-514.0
1
<0.1%
0
0.0%
-439.0
1
<0.1%
0
0.0%
LARGEST VALUES
70.0
1
<0.1%
0
0.0%
30.0
122
0.4%
1
0.6%
29.0
25
<0.1%
0
0.0%
28.0
24
<0.1%
0
0.0%
27.0
24
<0.1%
1
0.6%
26.0
37
0.1%
0
0.0%
25.0
45
0.2%
0
0.0%
24.0
53
0.2%
0
0.0%
23.0
59
0.2%
0
0.0%
22.0
92
0.3%
0
0.0%
21.0
93
0.3%
0
0.0%
20.0
92
0.3%
0
0.0%
19.0
115
0.4%
0
0.0%
18.0
146
0.5%
0
0.0%
17.0
191
0.7%
2
1.2%
DAYS_PAST_DUE_max_first_five
MISSING:
1,659
(5%)
6
(3%)
MOST FREQUENT VALUES
30.0
1,887
6.5%
9
5.4%
19.0
954
3.3%
10
6.0%
18.0
887
3.1%
2
1.2%
29.0
881
3.0%
8
4.8%
17.0
845
2.9%
5
3.0%
16.0
811
2.8%
4
2.4%
14.0
793
2.7%
5
3.0%
15.0
772
2.7%
9
5.4%
13.0
772
2.7%
3
1.8%
31.0
766
2.6%
10
6.0%
12.0
754
2.6%
6
3.6%
20.0
741
2.6%
2
1.2%
21.0
729
2.5%
4
2.4%
32.0
698
2.4%
4
2.4%
22.0
664
2.3%
2
1.2%
SMALLEST VALUES
-15.0
1
<0.1%
0
0.0%
-13.0
1
<0.1%
0
0.0%
-7.0
1
<0.1%
0
0.0%
-5.0
2
<0.1%
0
0.0%
-2.0
4
<0.1%
0
0.0%
-1.0
4
<0.1%
0
0.0%
0.0
105
0.4%
0
0.0%
1.0
31
0.1%
1
0.6%
2.0
56
0.2%
1
0.6%
3.0
82
0.3%
2
1.2%
4.0
135
0.5%
4
2.4%
5.0
129
0.4%
4
2.4%
6.0
199
0.7%
2
1.2%
7.0
229
0.8%
2
1.2%
8.0
320
1.1%
2
1.2%
LARGEST VALUES
1013.0
1
<0.1%
0
0.0%
723.0
1
<0.1%
0
0.0%
515.0
1
<0.1%
0
0.0%
489.0
1
<0.1%
0
0.0%
449.0
1
<0.1%
0
0.0%
392.0
1
<0.1%
0
0.0%
304.0
1
<0.1%
0
0.0%
303.0
1
<0.1%
0
0.0%
245.0
1
<0.1%
0
0.0%
208.0
1
<0.1%
0
0.0%
206.0
1
<0.1%
0
0.0%
159.0
1
<0.1%
0
0.0%
150.0
32
0.1%
0
0.0%
149.0
6
<0.1%
0
0.0%
148.0
1
<0.1%
0
0.0%
DAYS_PAST_DUE_mean_first_five
MISSING:
1,659
(5%)
6
(3%)
MOST FREQUENT VALUES
11.0
208
0.7%
0
0.0%
9.0
200
0.7%
2
1.2%
10.0
186
0.6%
1
0.6%
12.0
179
0.6%
0
0.0%
8.0
165
0.6%
0
0.0%
13.0
164
0.6%
3
1.8%
7.0
159
0.5%
5
3.0%
6.0
149
0.5%
1
0.6%
15.0
132
0.5%
0
0.0%
14.0
130
0.4%
0
0.0%
11.6
127
0.4%
1
0.6%
5.0
125
0.4%
3
1.8%
10.8
124
0.4%
1
0.6%
9.6
123
0.4%
1
0.6%
9.4
123
0.4%
2
1.2%
SMALLEST VALUES
-282.4
1
<0.1%
0
0.0%
-157.88888888888889
1
<0.1%
0
0.0%
-145.2
1
<0.1%
0
0.0%
-87.6
1
<0.1%
0
0.0%
-77.1
1
<0.1%
0
0.0%
-74.3
1
<0.1%
0
0.0%
-66.71428571428571
1
<0.1%
0
0.0%
-58.86666666666667
1
<0.1%
0
0.0%
-38.44444444444444
1
<0.1%
0
0.0%
-34.785714285714285
1
<0.1%
0
0.0%
-24.285714285714285
1
<0.1%
0
0.0%
-23.903225806451612
1
<0.1%
0
0.0%
-22.842105263157894
1
<0.1%
0
0.0%
-21.2
1
<0.1%
0
0.0%
-20.333333333333332
1
<0.1%
0
0.0%
LARGEST VALUES
257.55555555555554
1
<0.1%
0
0.0%
176.30434782608697
1
<0.1%
0
0.0%
170.92857142857142
1
<0.1%
0
0.0%
131.92857142857142
1
<0.1%
0
0.0%
95.38461538461539
1
<0.1%
0
0.0%
90.0
2
<0.1%
0
0.0%
88.4
1
<0.1%
0
0.0%
88.0
1
<0.1%
0
0.0%
84.2
1
<0.1%
0
0.0%
80.6
1
<0.1%
0
0.0%
80.4
1
<0.1%
0
0.0%
77.6
1
<0.1%
0
0.0%
76.38888888888889
1
<0.1%
0
0.0%
74.4
1
<0.1%
0
0.0%
74.0
1
<0.1%
0
0.0%
payment_ratio_last
MISSING:
1,568
(5%)
6
(3%)
MOST FREQUENT VALUES
1.0
21,497
74.1%
80
47.9%
0.5
27
<0.1%
0
0.0%
0.9166666666666666
23
<0.1%
0
0.0%
0.9
21
<0.1%
1
0.6%
0.888888888888889
18
<0.1%
1
0.6%
0.8
18
<0.1%
0
0.0%
2.0
17
<0.1%
0
0.0%
0.8888888888888888
15
<0.1%
0
0.0%
0.875
15
<0.1%
0
0.0%
0.6666666666666666
14
<0.1%
0
0.0%
0.8999999999999999
13
<0.1%
0
0.0%
0.9090909090909092
11
<0.1%
0
0.0%
0.9333333333333333
11
<0.1%
1
0.6%
0.8333333333333333
11
<0.1%
0
0.0%
0.7999999999999999
11
<0.1%
0
0.0%
SMALLEST VALUES
0.0009073515198137957
1
<0.1%
0
0.0%
0.3333333333333333
1
<0.1%
0
0.0%
0.3826956618547519
1
<0.1%
0
0.0%
0.4000552539265297
1
<0.1%
0
0.0%
0.44589199561067416
1
<0.1%
0
0.0%
0.46153564448826523
1
<0.1%
0
0.0%
0.463982671567322
1
<0.1%
0
0.0%
0.486803696712631
1
<0.1%
0
0.0%
0.49974811582923906
1
<0.1%
0
0.0%
0.4999999999999999
2
<0.1%
0
0.0%
0.49999999999999994
1
<0.1%
0
0.0%
0.5
27
<0.1%
0
0.0%
0.5000000000000001
4
<0.1%
0
0.0%
0.5020829141673411
1
<0.1%
0
0.0%
0.5088683694527241
1
<0.1%
0
0.0%
LARGEST VALUES
2.0
17
<0.1%
0
0.0%
1.9999999999999996
1
<0.1%
0
0.0%
1.9951059340320314
1
<0.1%
0
0.0%
1.9932646102748923
1
<0.1%
0
0.0%
1.993068169068751
1
<0.1%
0
0.0%
1.9919079423363348
1
<0.1%
0
0.0%
1.9787217234826997
1
<0.1%
0
0.0%
1.9764123485793677
1
<0.1%
0
0.0%
1.9749204927680626
1
<0.1%
0
0.0%
1.9735818555694613
1
<0.1%
0
0.0%
1.9722521436979816
1
<0.1%
0
0.0%
1.9702603557828293
1
<0.1%
0
0.0%
1.969522886182614
1
<0.1%
0
0.0%
1.969057978738868
1
<0.1%
0
0.0%
1.9688215308247239
1
<0.1%
0
0.0%
DAYS_PAST_DUE_last
MISSING:
1,567
(5%)
6
(3%)
MOST FREQUENT VALUES
0.0
3,997
13.8%
25
15.0%
1.0
1,303
4.5%
7
4.2%
3.0
1,192
4.1%
7
4.2%
2.0
1,191
4.1%
6
3.6%
9.0
1,144
3.9%
3
1.8%
6.0
1,140
3.9%
5
3.0%
8.0
1,133
3.9%
2
1.2%
4.0
1,125
3.9%
8
4.8%
7.0
1,120
3.9%
6
3.6%
5.0
1,054
3.6%
6
3.6%
10.0
989
3.4%
5
3.0%
11.0
915
3.2%
2
1.2%
13.0
841
2.9%
3
1.8%
12.0
789
2.7%
6
3.6%
14.0
703
2.4%
3
1.8%
SMALLEST VALUES
-2882.0
1
<0.1%
0
0.0%
-2780.0
1
<0.1%
0
0.0%
-1818.0
1
<0.1%
0
0.0%
-1789.0
1
<0.1%
0
0.0%
-1592.0
1
<0.1%
0
0.0%
-1497.0
1
<0.1%
0
0.0%
-1450.0
1
<0.1%
0
0.0%
-1435.0
1
<0.1%
0
0.0%
-1415.0
1
<0.1%
0
0.0%
-1357.0
1
<0.1%
0
0.0%
-1126.0
1
<0.1%
0
0.0%
-1092.0
1
<0.1%
0
0.0%
-1056.0
1
<0.1%
0
0.0%
-1054.0
1
<0.1%
0
0.0%
-912.0
1
<0.1%
0
0.0%
LARGEST VALUES
231.0
1
<0.1%
0
0.0%
210.0
1
<0.1%
0
0.0%
207.0
1
<0.1%
0
0.0%
206.0
1
<0.1%
0
0.0%
188.0
1
<0.1%
0
0.0%
187.0
1
<0.1%
0
0.0%
180.0
1
<0.1%
0
0.0%
170.0
1
<0.1%
0
0.0%
168.0
1
<0.1%
0
0.0%
159.0
1
<0.1%
0
0.0%
156.0
1
<0.1%
0
0.0%
155.0
1
<0.1%
0
0.0%
152.0
1
<0.1%
0
0.0%
151.0
2
<0.1%
0
0.0%
149.0
1
<0.1%
0
0.0%
min_cnt_instalment
MISSING:
1,774
(6%)
7
(4%)
MOST FREQUENT VALUES
6.0
6,027
20.9%
33
19.9%
4.0
3,691
12.8%
10
6.0%
12.0
3,145
10.9%
35
21.1%
10.0
3,136
10.9%
8
4.8%
5.0
2,308
8.0%
9
5.4%
3.0
1,639
5.7%
11
6.6%
8.0
1,349
4.7%
9
5.4%
1.0
1,339
4.6%
7
4.2%
2.0
1,287
4.5%
4
2.4%
7.0
976
3.4%
3
1.8%
9.0
971
3.4%
6
3.6%
24.0
809
2.8%
9
5.4%
11.0
738
2.6%
4
2.4%
18.0
453
1.6%
8
4.8%
14.0
133
0.5%
1
0.6%
SMALLEST VALUES
1.0
1,339
4.6%
7
4.2%
2.0
1,287
4.5%
4
2.4%
3.0
1,639
5.7%
11
6.6%
4.0
3,691
12.8%
10
6.0%
5.0
2,308
8.0%
9
5.4%
6.0
6,027
20.9%
33
19.9%
7.0
976
3.4%
3
1.8%
8.0
1,349
4.7%
9
5.4%
9.0
971
3.4%
6
3.6%
10.0
3,136
10.9%
8
4.8%
11.0
738
2.6%
4
2.4%
12.0
3,145
10.9%
35
21.1%
13.0
73
0.3%
0
0.0%
14.0
133
0.5%
1
0.6%
15.0
61
0.2%
2
1.2%
LARGEST VALUES
60.0
31
0.1%
0
0.0%
57.0
1
<0.1%
0
0.0%
49.0
1
<0.1%
0
0.0%
48.0
30
0.1%
1
0.6%
44.0
2
<0.1%
0
0.0%
42.0
3
<0.1%
0
0.0%
36.0
131
0.5%
1
0.6%
35.0
3
<0.1%
0
0.0%
33.0
1
<0.1%
0
0.0%
31.0
3
<0.1%
0
0.0%
30.0
33
0.1%
1
0.6%
29.0
3
<0.1%
0
0.0%
28.0
1
<0.1%
0
0.0%
27.0
1
<0.1%
0
0.0%
26.0
5
<0.1%
0
0.0%
max_cnt_instalment
MISSING:
1,774
(6%)
7
(4%)
MOST FREQUENT VALUES
12.0
8,288
28.8%
33
19.9%
24.0
5,027
17.5%
27
16.3%
10.0
2,771
9.6%
7
4.2%
6.0
2,390
8.3%
22
13.3%
36.0
2,369
8.2%
16
9.6%
18.0
2,210
7.7%
11
6.6%
48.0
1,422
4.9%
17
10.2%
60.0
1,171
4.1%
6
3.6%
30.0
610
2.1%
7
4.2%
8.0
475
1.6%
5
3.0%
14.0
303
1.1%
2
1.2%
42.0
290
1.0%
0
0.0%
4.0
286
1.0%
3
1.8%
16.0
192
0.7%
0
0.0%
9.0
145
0.5%
2
1.2%
SMALLEST VALUES
1.0
8
<0.1%
0
0.0%
2.0
3
<0.1%
0
0.0%
3.0
22
<0.1%
0
0.0%
4.0
286
1.0%
3
1.8%
5.0
88
0.3%
0
0.0%
6.0
2,390
8.3%
22
13.3%
7.0
123
0.4%
1
0.6%
8.0
475
1.6%
5
3.0%
9.0
145
0.5%
2
1.2%
10.0
2,771
9.6%
7
4.2%
11.0
134
0.5%
1
0.6%
12.0
8,288
28.8%
33
19.9%
13.0
47
0.2%
2
1.2%
14.0
303
1.1%
2
1.2%
15.0
31
0.1%
0
0.0%
LARGEST VALUES
77.0
1
<0.1%
0
0.0%
72.0
4
<0.1%
0
0.0%
61.0
26
<0.1%
0
0.0%
60.0
1,171
4.1%
6
3.6%
59.0
1
<0.1%
0
0.0%
55.0
2
<0.1%
0
0.0%
54.0
90
0.3%
2
1.2%
49.0
22
<0.1%
0
0.0%
48.0
1,422
4.9%
17
10.2%
43.0
5
<0.1%
0
0.0%
42.0
290
1.0%
0
0.0%
40.0
1
<0.1%
0
0.0%
37.0
42
0.1%
0
0.0%
36.0
2,369
8.2%
16
9.6%
35.0
3
<0.1%
0
0.0%
mean_cnt_instalment
MISSING:
1,774
(6%)
7
(4%)
MOST FREQUENT VALUES
12.0
2,183
7.6%
25
15.1%
6.0
1,528
5.3%
19
11.4%
10.0
1,372
4.8%
6
3.6%
24.0
762
2.6%
8
4.8%
18.0
348
1.2%
5
3.0%
8.0
288
1.0%
2
1.2%
4.0
254
0.9%
3
1.8%
9.9
192
0.7%
2
1.2%
11.916666666666666
170
0.6%
0
0.0%
9.0
145
0.5%
1
0.6%
5.833333333333333
141
0.5%
0
0.0%
36.0
129
0.4%
1
0.6%
11.142857142857142
124
0.4%
1
0.6%
11.0
122
0.4%
1
0.6%
10.4
110
0.4%
0
0.0%
SMALLEST VALUES
1.0
8
<0.1%
0
0.0%
2.0
3
<0.1%
0
0.0%
2.25
1
<0.1%
0
0.0%
2.5
1
<0.1%
0
0.0%
2.6666666666666665
5
<0.1%
0
0.0%
2.8333333333333335
1
<0.1%
0
0.0%
3.0
24
<0.1%
0
0.0%
3.25
3
<0.1%
0
0.0%
3.2857142857142856
1
<0.1%
0
0.0%
3.3333333333333335
3
<0.1%
0
0.0%
3.4166666666666665
1
<0.1%
0
0.0%
3.5
17
<0.1%
0
0.0%
3.6
7
<0.1%
0
0.0%
3.6666666666666665
1
<0.1%
0
0.0%
3.7142857142857144
1
<0.1%
0
0.0%
LARGEST VALUES
62.666666666666664
1
<0.1%
0
0.0%
61.473684210526315
1
<0.1%
0
0.0%
60.0
31
0.1%
0
0.0%
59.94736842105263
1
<0.1%
0
0.0%
59.56
1
<0.1%
0
0.0%
58.74074074074074
1
<0.1%
0
0.0%
58.611111111111114
2
<0.1%
0
0.0%
58.42424242424242
1
<0.1%
0
0.0%
58.411764705882355
1
<0.1%
0
0.0%
57.78947368421053
2
<0.1%
0
0.0%
57.411764705882355
1
<0.1%
0
0.0%
57.282051282051285
1
<0.1%
0
0.0%
57.1875
3
<0.1%
0
0.0%
56.93333333333333
1
<0.1%
0
0.0%
56.642857142857146
1
<0.1%
0
0.0%
last_cnt_instalment
MISSING:
1,774
(6%)
7
(4%)
MOST FREQUENT VALUES
12.0
7,561
26.2%
45
27.1%
6.0
5,017
17.4%
28
16.9%
10.0
3,919
13.6%
9
5.4%
24.0
2,887
10.0%
18
10.8%
18.0
1,541
5.3%
11
6.6%
4.0
1,252
4.3%
6
3.6%
36.0
990
3.4%
14
8.4%
8.0
973
3.4%
5
3.0%
5.0
675
2.3%
2
1.2%
11.0
495
1.7%
4
2.4%
48.0
467
1.6%
4
2.4%
9.0
445
1.5%
3
1.8%
7.0
397
1.4%
2
1.2%
60.0
340
1.2%
2
1.2%
30.0
290
1.0%
5
3.0%
SMALLEST VALUES
1.0
222
0.8%
2
1.2%
2.0
190
0.7%
0
0.0%
3.0
286
1.0%
2
1.2%
4.0
1,252
4.3%
6
3.6%
5.0
675
2.3%
2
1.2%
6.0
5,017
17.4%
28
16.9%
7.0
397
1.4%
2
1.2%
8.0
973
3.4%
5
3.0%
9.0
445
1.5%
3
1.8%
10.0
3,919
13.6%
9
5.4%
11.0
495
1.7%
4
2.4%
12.0
7,561
26.2%
45
27.1%
13.0
62
0.2%
0
0.0%
14.0
218
0.8%
1
0.6%
15.0
29
0.1%
0
0.0%
LARGEST VALUES
72.0
2
<0.1%
0
0.0%
61.0
8
<0.1%
0
0.0%
60.0
340
1.2%
2
1.2%
59.0
1
<0.1%
0
0.0%
54.0
29
0.1%
1
0.6%
49.0
5
<0.1%
0
0.0%
48.0
467
1.6%
4
2.4%
44.0
1
<0.1%
0
0.0%
43.0
1
<0.1%
0
0.0%
42.0
97
0.3%
1
0.6%
37.0
3
<0.1%
0
0.0%
36.0
990
3.4%
14
8.4%
35.0
2
<0.1%
0
0.0%
34.0
2
<0.1%
0
0.0%
33.0
1
<0.1%
0
0.0%
last_cnt_instalment_future
MISSING:
1,774
(6%)
7
(4%)
MOST FREQUENT VALUES
0.0
4,815
16.7%
27
16.3%
6.0
2,310
8.0%
9
5.4%
4.0
1,991
6.9%
8
4.8%
5.0
1,843
6.4%
9
5.4%
1.0
1,816
6.3%
14
8.4%
3.0
1,762
6.1%
4
2.4%
2.0
1,734
6.0%
6
3.6%
12.0
1,591
5.5%
10
6.0%
10.0
1,559
5.4%
7
4.2%
8.0
1,182
4.1%
9
5.4%
9.0
1,169
4.1%
10
6.0%
7.0
1,087
3.8%
5
3.0%
11.0
999
3.5%
3
1.8%
24.0
407
1.4%
5
3.0%
18.0
383
1.3%
2
1.2%
SMALLEST VALUES
0.0
4,815
16.7%
27
16.3%
1.0
1,816
6.3%
14
8.4%
2.0
1,734
6.0%
6
3.6%
3.0
1,762
6.1%
4
2.4%
4.0
1,991
6.9%
8
4.8%
5.0
1,843
6.4%
9
5.4%
6.0
2,310
8.0%
9
5.4%
7.0
1,087
3.8%
5
3.0%
8.0
1,182
4.1%
9
5.4%
9.0
1,169
4.1%
10
6.0%
10.0
1,559
5.4%
7
4.2%
11.0
999
3.5%
3
1.8%
12.0
1,591
5.5%
10
6.0%
13.0
207
0.7%
1
0.6%
14.0
262
0.9%
1
0.6%
LARGEST VALUES
69.0
1
<0.1%
0
0.0%
60.0
48
0.2%
0
0.0%
59.0
38
0.1%
0
0.0%
58.0
56
0.2%
1
0.6%
57.0
27
<0.1%
1
0.6%
56.0
23
<0.1%
0
0.0%
55.0
20
<0.1%
0
0.0%
54.0
34
0.1%
0
0.0%
53.0
15
<0.1%
0
0.0%
52.0
20
<0.1%
0
0.0%
51.0
12
<0.1%
0
0.0%
50.0
14
<0.1%
0
0.0%
49.0
13
<0.1%
0
0.0%
48.0
75
0.3%
1
0.6%
47.0
59
0.2%
0
0.0%
last_month_balance
MISSING:
1,770
(6%)
7
(4%)
MOST FREQUENT VALUES
2.0
1,193
4.1%
7
4.2%
4.0
969
3.4%
3
1.8%
3.0
955
3.3%
8
4.8%
5.0
947
3.3%
6
3.6%
6.0
871
3.0%
8
4.8%
7.0
823
2.9%
10
6.0%
14.0
768
2.7%
4
2.4%
1.0
685
2.4%
0
0.0%
8.0
647
2.2%
3
1.8%
9.0
613
2.1%
6
3.6%
15.0
588
2.0%
8
4.8%
10.0
579
2.0%
3
1.8%
17.0
572
2.0%
2
1.2%
18.0
558
1.9%
6
3.6%
16.0
543
1.9%
2
1.2%
SMALLEST VALUES
1.0
685
2.4%
0
0.0%
2.0
1,193
4.1%
7
4.2%
3.0
955
3.3%
8
4.8%
4.0
969
3.4%
3
1.8%
5.0
947
3.3%
6
3.6%
6.0
871
3.0%
8
4.8%
7.0
823
2.9%
10
6.0%
8.0
647
2.2%
3
1.8%
9.0
613
2.1%
6
3.6%
10.0
579
2.0%
3
1.8%
11.0
474
1.6%
2
1.2%
12.0
410
1.4%
3
1.8%
13.0
484
1.7%
2
1.2%
14.0
768
2.7%
4
2.4%
15.0
588
2.0%
8
4.8%
LARGEST VALUES
96.0
231
0.8%
0
0.0%
95.0
110
0.4%
0
0.0%
94.0
78
0.3%
0
0.0%
93.0
124
0.4%
0
0.0%
92.0
133
0.5%
1
0.6%
91.0
131
0.5%
0
0.0%
90.0
137
0.5%
0
0.0%
89.0
145
0.5%
0
0.0%
88.0
168
0.6%
0
0.0%
87.0
175
0.6%
0
0.0%
86.0
186
0.6%
0
0.0%
85.0
190
0.7%
1
0.6%
84.0
162
0.6%
1
0.6%
83.0
139
0.5%
0
0.0%
82.0
129
0.4%
0
0.0%
unique_sk_id_prev_count
MISSING:
1,770
(6%)
7
(4%)
MOST FREQUENT VALUES
1.0
8,940
31.0%
91
54.8%
2.0
7,232
25.1%
40
24.1%
3.0
4,932
17.1%
13
7.8%
4.0
3,140
10.9%
5
3.0%
5.0
1,963
6.8%
9
5.4%
6.0
1,107
3.8%
5
3.0%
7.0
619
2.1%
1
0.6%
8.0
372
1.3%
0
0.0%
9.0
225
0.8%
1
0.6%
10.0
120
0.4%
1
0.6%
11.0
63
0.2%
0
0.0%
12.0
49
0.2%
0
0.0%
13.0
19
<0.1%
0
0.0%
14.0
17
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
SMALLEST VALUES
1.0
8,940
31.0%
91
54.8%
2.0
7,232
25.1%
40
24.1%
3.0
4,932
17.1%
13
7.8%
4.0
3,140
10.9%
5
3.0%
5.0
1,963
6.8%
9
5.4%
6.0
1,107
3.8%
5
3.0%
7.0
619
2.1%
1
0.6%
8.0
372
1.3%
0
0.0%
9.0
225
0.8%
1
0.6%
10.0
120
0.4%
1
0.6%
11.0
63
0.2%
0
0.0%
12.0
49
0.2%
0
0.0%
13.0
19
<0.1%
0
0.0%
14.0
17
<0.1%
0
0.0%
15.0
4
<0.1%
0
0.0%
LARGEST VALUES
20.0
1
<0.1%
0
0.0%
17.0
4
<0.1%
0
0.0%
16.0
2
<0.1%
0
0.0%
15.0
4
<0.1%
0
0.0%
14.0
17
<0.1%
0
0.0%
13.0
19
<0.1%
0
0.0%
12.0
49
0.2%
0
0.0%
11.0
63
0.2%
0
0.0%
10.0
120
0.4%
1
0.6%
9.0
225
0.8%
1
0.6%
8.0
372
1.3%
0
0.0%
7.0
619
2.1%
1
0.6%
6.0
1,107
3.8%
5
3.0%
5.0
1,963
6.8%
9
5.4%
4.0
3,140
10.9%
5
3.0%